diff --git a/notebooks/1_scoping.ipynb b/notebooks/1_scoping.ipynb
index dcf78dfe..4d375bdd 100644
--- a/notebooks/1_scoping.ipynb
+++ b/notebooks/1_scoping.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -80,7 +80,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -216,7 +216,7 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -314,7 +314,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
@@ -345,15 +345,18 @@
"from langchain_core.messages import HumanMessage, AIMessage, get_buffer_string\n",
"from langgraph.graph import StateGraph, START, END\n",
"from langgraph.types import Command\n",
+ "import platform\n",
"\n",
"from deep_research_from_scratch.prompts import clarify_with_user_instructions, transform_messages_into_research_topic_prompt\n",
"from deep_research_from_scratch.state_scope import AgentState, ClarifyWithUser, ResearchQuestion, AgentInputState\n",
"\n",
"# ===== UTILITY FUNCTIONS =====\n",
"\n",
+ "\n",
"def get_today_str() -> str:\n",
- " \"\"\"Get current date in a human-readable format.\"\"\"\n",
- " return datetime.now().strftime(\"%a %b %-d, %Y\")\n",
+ " day_format = \"%-d\" if platform.system() != \"Windows\" else \"%#d\"\n",
+ " return datetime.now().strftime(f\"%a %b {day_format}, %Y\")\n",
+ "\n",
"\n",
"# ===== CONFIGURATION =====\n",
"\n",
@@ -435,7 +438,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -462,8 +465,10 @@
},
{
"cell_type": "code",
- "execution_count": 5,
- "metadata": {},
+ "execution_count": 14,
+ "metadata": {
+ "scrolled": true
+ },
"outputs": [
{
"data": {
@@ -486,14 +491,14 @@
"data": {
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
- "│ Could you please specify what criteria are most important to you when determining the 'best' coffee shops? For │\n",
+ "│ Could you clarify what criteria are most important to you when determining the 'best' coffee shops? For │\n",
"│ example, are you interested in coffee quality, ambiance, Wi-Fi availability, food options, or something else? │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
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- "\u001b[37m│\u001b[0m Could you please specify what criteria are most important to you when determining the 'best' coffee shops? For \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Could you clarify what criteria are most important to you when determining the 'best' coffee shops? For \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m example, are you interested in coffee quality, ambiance, Wi-Fi availability, food options, or something else? \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
@@ -513,7 +518,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -537,14 +542,14 @@
"data": {
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
- "│ Could you please specify what criteria are most important to you when determining the 'best' coffee shops? For │\n",
+ "│ Could you clarify what criteria are most important to you when determining the 'best' coffee shops? For │\n",
"│ example, are you interested in coffee quality, ambiance, Wi-Fi availability, food options, or something else? │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
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- "\u001b[37m│\u001b[0m Could you please specify what criteria are most important to you when determining the 'best' coffee shops? For \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Could you clarify what criteria are most important to you when determining the 'best' coffee shops? For \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m example, are you interested in coffee quality, ambiance, Wi-Fi availability, food options, or something else? \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
@@ -598,34 +603,36 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
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- "I want to identify the best coffee shops in San Francisco, focusing specifically on coffee quality as the primary \n",
- "criterion. In my research, I would like to consider factors that contribute to coffee quality, such as bean \n",
- "sourcing, roasting methods, brewing techniques, and taste as evaluated by expert reviews and customer feedback. \n",
- "Other aspects like ambiance, Wi-Fi availability, food options, and price are not specified as important for this \n",
- "research and can be treated as flexible or open considerations. Please prioritize information from official coffee \n",
- "shop websites, reputable specialty coffee publications, and platforms with credible user reviews (such as Google \n",
- "Reviews or Yelp), but do not rely solely on aggregator or SEO-driven blogs. The goal is to compile a list of top \n",
- "San Francisco coffee shops distinguished by the quality of their coffee, as of August 2025. \n",
+ "I want to identify and evaluate the best coffee shops in San Francisco, focusing specifically on coffee quality as \n",
+ "the primary criterion. In my research, I will consider factors that contribute to coffee quality, such as bean \n",
+ "sourcing, roasting methods, brewing techniques, and taste as reflected in expert reviews and customer feedback. I \n",
+ "have not specified preferences regarding ambiance, Wi-Fi availability, food options, price range, or location \n",
+ "within San Francisco, so these aspects should be treated as open considerations and not prioritized unless they \n",
+ "directly impact coffee quality. I prefer to reference official coffee shop websites, reputable review platforms \n",
+ "(such as Yelp, Google Reviews, or Coffee Review), and expert sources for information on coffee quality. The goal is\n",
+ "to compile a list of top San Francisco coffee shops distinguished by the quality of their coffee, as of August \n",
+ "2025. \n",
"\n"
],
"text/plain": [
- "I want to identify the best coffee shops in San Francisco, focusing specifically on coffee quality as the primary \n",
- "criterion. In my research, I would like to consider factors that contribute to coffee quality, such as bean \n",
- "sourcing, roasting methods, brewing techniques, and taste as evaluated by expert reviews and customer feedback. \n",
- "Other aspects like ambiance, Wi-Fi availability, food options, and price are not specified as important for this \n",
- "research and can be treated as flexible or open considerations. Please prioritize information from official coffee \n",
- "shop websites, reputable specialty coffee publications, and platforms with credible user reviews (such as Google \n",
- "Reviews or Yelp), but do not rely solely on aggregator or SEO-driven blogs. The goal is to compile a list of top \n",
- "San Francisco coffee shops distinguished by the quality of their coffee, as of August 2025. \n"
+ "I want to identify and evaluate the best coffee shops in San Francisco, focusing specifically on coffee quality as \n",
+ "the primary criterion. In my research, I will consider factors that contribute to coffee quality, such as bean \n",
+ "sourcing, roasting methods, brewing techniques, and taste as reflected in expert reviews and customer feedback. I \n",
+ "have not specified preferences regarding ambiance, Wi-Fi availability, food options, price range, or location \n",
+ "within San Francisco, so these aspects should be treated as open considerations and not prioritized unless they \n",
+ "directly impact coffee quality. I prefer to reference official coffee shop websites, reputable review platforms \n",
+ "(such as Yelp, Google Reviews, or Coffee Review), and expert sources for information on coffee quality. The goal is\n",
+ "to compile a list of top San Francisco coffee shops distinguished by the quality of their coffee, as of August \n",
+ "2025. \n"
]
},
- "execution_count": 7,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -688,7 +695,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
@@ -716,7 +723,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
@@ -767,7 +774,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
@@ -848,7 +855,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
@@ -1014,7 +1021,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
@@ -1109,7 +1116,7 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -1271,7 +1278,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
@@ -1335,15 +1342,15 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "View the evaluation results for experiment: 'Deep Research Scoping-0256c122' at:\n",
- "https://smith.langchain.com/o/ebbaf2eb-769b-4505-aca2-d11de10372a4/datasets/2b9a1e38-3967-4bcc-a392-f4ca242cdd02/compare?selectedSessions=8b0e39ae-d8ed-448c-81bd-9f9d824366e2\n",
+ "View the evaluation results for experiment: 'Deep Research Scoping-3f0466d3' at:\n",
+ "https://smith.langchain.com/o/ea6bee4b-d859-4526-9f9f-9864ca86fcf3/datasets/a5b469ca-f394-4eb1-ab5e-0053f9250507/compare?selectedSessions=df1a31c7-2d1d-4713-984a-aed2b9b32749\n",
"\n",
"\n"
]
@@ -1351,7 +1358,7 @@
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "ebd9fd0be3db4f26964382ae770e7b6d",
+ "model_id": "70bf16d1f2964ce9abd0d404e52f2140",
"version_major": 2,
"version_minor": 0
},
@@ -1361,19 +1368,6 @@
},
"metadata": {},
"output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- ""
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 31,
- "metadata": {},
- "output_type": "execute_result"
}
],
"source": [
@@ -1423,7 +1417,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.13.1"
+ "version": "3.12.6"
}
},
"nbformat": 4,
diff --git a/notebooks/2_research_agent.ipynb b/notebooks/2_research_agent.ipynb
index 93fe937e..bf8b6a7c 100644
--- a/notebooks/2_research_agent.ipynb
+++ b/notebooks/2_research_agent.ipynb
@@ -108,7 +108,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -361,7 +361,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -393,12 +393,14 @@
"\n",
"from deep_research_from_scratch.state_research import Summary\n",
"from deep_research_from_scratch.prompts import summarize_webpage_prompt\n",
+ "import platform\n",
"\n",
"# ===== UTILITY FUNCTIONS =====\n",
"\n",
"def get_today_str() -> str:\n",
" \"\"\"Get current date in a human-readable format.\"\"\"\n",
- " return datetime.now().strftime(\"%a %b %-d, %Y\")\n",
+ " day_format = \"%-d\" if platform.system() != \"Windows\" else \"%#d\"\n",
+ " return datetime.now().strftime(f\"%a %b {day_format}, %Y\")\n",
"\n",
"def get_current_dir() -> Path:\n",
" \"\"\"Get the current directory of the module.\n",
@@ -669,7 +671,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -707,7 +709,7 @@
"tools_by_name = {tool.name: tool for tool in tools}\n",
"\n",
"# Initialize models\n",
- "model = init_chat_model(model=\"anthropic:claude-sonnet-4-20250514\")\n",
+ "model = init_chat_model(model=\"openai:gpt-4.1\")\n",
"model_with_tools = model.bind_tools(tools)\n",
"summarization_model = init_chat_model(model=\"openai:gpt-4.1-mini\")\n",
"compress_model = init_chat_model(model=\"openai:gpt-4.1\", max_tokens=32000) # model=\"anthropic:claude-sonnet-4-20250514\", max_tokens=64000\n",
@@ -830,7 +832,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -902,347 +904,31 @@
"metadata": {},
"output_type": "display_data"
},
- {
- "data": {
- "text/html": [
- "╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
- "│ I'll help you research the best coffee shops in San Francisco based specifically on coffee quality. Let me │\n",
- "│ start with a comprehensive search to identify highly-rated coffee shops and their quality assessments. │\n",
- "│ │\n",
- "│ 🔧 Tool Call: tavily_search │\n",
- "│ Args: { │\n",
- "│ \"query\": \"best coffee shops San Francisco 2024 2025 coffee quality specialty coffee roasters reviews\" │\n",
- "│ } │\n",
- "│ ID: toolu_011Gqpvy2aoj5z3UP6Y8SixU │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "\n"
- ],
- "text/plain": [
- "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
- "\u001b[37m│\u001b[0m I'll help you research the best coffee shops in San Francisco based specifically on coffee quality. Let me \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m start with a comprehensive search to identify highly-rated coffee shops and their quality assessments. \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"query\": \"best coffee shops San Francisco 2024 2025 coffee quality specialty coffee roasters reviews\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_011Gqpvy2aoj5z3UP6Y8SixU \u001b[37m│\u001b[0m\n",
- "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- "╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮\n",
- "│ Search results: │\n",
- "│ │\n",
- "│ │\n",
- "│ │\n",
- "│ --- SOURCE 1: Best Coffee Roaster San Francisco, CA - Last Updated August 2025 --- │\n",
- "│ URL: https://m.yelp.com/search?find_desc=Best+Coffee+Roaster&find_loc=San+Francisco%2C+CA │\n",
- "│ │\n",
- "│ SUMMARY: │\n",
- "│ Best Coffee Roaster Near San Francisco, California · 1. Graffeo Coffee Roasting Company. 4.7 (196 reviews) · 2. │\n",
- "│ Andytown Coffee Roasters. 4.5 (1.1k reviews) · 3. │\n",
- "│ │\n",
- "│ -------------------------------------------------------------------------------- │\n",
- "│ │\n",
- "│ │\n",
- "│ --- SOURCE 2: The Absolute Best San Francisco Coffee Shops - Eater SF --- │\n",
- "│ URL: https://sf.eater.com/maps/best-coffee-shops-san-francisco │\n",
- "│ │\n",
- "│ SUMMARY: │\n",
- "│ <summary> │\n",
- "│ San Francisco is globally renowned for its rich coffee culture, being the birthplace of influential coffee │\n",
- "│ trends and establishments such as Wrecking Ball Coffee, which introduced the \"waves of coffee\" terminology. The │\n",
- "│ city has embraced diverse coffee styles, notably Yemeni coffee promoted by figures like Mokhtar Alkhanshali of │\n",
- "│ Port of Mokha and Delah Coffee House. Traditional coffee culture landmarks include the origin of Irish Coffee │\n",
- "│ and early Italian espresso influence. The latest list of the 16 best coffee shops in San Francisco reflects │\n",
- "│ dynamic changes, with new additions like Caffe Trieste, the Coffee Movement at Side A, and Cafe Shoji replacing │\n",
- "│ others. These shops are celebrated for their expertly brewed coffee, unique beverages, and community-oriented │\n",
- "│ atmospheres. │\n",
- "│ │\n",
- "│ Highlighted coffee shops include: │\n",
- "│ │\n",
- "│ - Saint Frank Coffee: Known for its minimal aesthetic, high-quality Bolivian coffees, and expansion with new │\n",
- "│ locations including Juniper and SoMa. │\n",
- "│ - Outset Coffee: Innovators of fruit-infused coffee drinks like their Ethiopian coffee Americano with orange │\n",
- "│ juice and jasmine tea. │\n",
- "│ - Scullery: Specialty coffee serving East Bay’s Mother Tongue Coffee, offering quality fare in the Tenderloin │\n",
- "│ area. │\n",
- "│ - Sextant Coffee Roasters: Emphasizes direct relationships with Ethiopian, Kenyan, and Colombian growers, with │\n",
- "│ notable expansion. │\n",
- "│ - Telescope Coffee: Offers creative seasonal drinks and a unique atmosphere in SoMa. │\n",
- "│ - Abanico Coffee Roasters: A Latino-owned Mission District shop with Latin American coffee influences. │\n",
- "│ - SPRO - Mission Dolores/Castro: Creative coffee concoctions including a Cold Fashioned cold brew cocktail. │\n",
- "│ - Grand Coffee: Established 11 years ago with a second location, serving Mission Street with specialty brews. │\n",
- "│ - Hey Neighbor Cafe: Bayview’s cozy shop famed for quality beans and a unique mascot, a co-owner's cat. │\n",
- "│ - Excelsior Coffee: A Black and brown-owned specialty coffee shop known for its strong roasts and chai. │\n",
- "│ - Andytown Coffee Roasters: West side favorite with Guatemalan espresso and seasonal affogatos. │\n",
- "│ - Hi NRG: A pop-up with Hong Kong-inspired lattes and vibrant cultural energy. │\n",
- "│ - Paper Son: Merges Asian American heritage with coffee innovation; known for espresso passionfruit tonic. │\n",
- "│ - Shoji: A trendy SoMa venue offering both coffee and award-winning tea, with coffee from MAME roasters. │\n",
- "│ - Caffe Trieste: A historic North Beach landmark linked to cultural icons and dark, sweet espresso. │\n",
- "│ - The Coffee Movement at Side A: Collaborative coffee and doughnut spot with a relaxed atmosphere. │\n",
- "│ │\n",
- "│ The list reflects San Francisco’s coffee evolution encompassing heritage, diversity, and innovative approaches │\n",
- "│ to beverage crafting, underscoring the city’s ongoing influence in the global coffee scene. │\n",
- "│ </summary> │\n",
- "│ │\n",
- "│ <key_excerpts> │\n",
- "│ \"San Francisco is and has been for many the world over the summit of coffee culture.\", \"It’s the birthplace of │\n",
- "│ Wrecking Ball Coffee, where Trish Rothgeb introduced the 'waves of coffee' terminology and changed the industry │\n",
- "│ forever.\", \"These 16 coffee shops keep the torch burning, making those great ascents into the future.\", \"Saint │\n",
- "│ Frank is to San Francisco coffee as Dungeness crab is to San Francisco restaurants.\", \"Outset on Valencia and │\n",
- "│ New Montgomery streets takes the form to the next level.\", \"Sextant founder Kinani Ahmed works directly with │\n",
- "│ Ethiopian, Kenyan, and Colombian growers, making high-end but affordable beans to-go.\", \"Paper Son pop-up is a │\n",
- "│ crowning achievement in the city’s vast coffee game, merging his Asian American heritage with his top-tier │\n",
- "│ espresso and pour-over skills.\", \"Caffe Trieste is indeed one of the touchstones for Godfather fans... The │\n",
- "│ coffee won’t blow your mind; it’s dark as midnight and sweet as sin, as it’s been written.\" │\n",
- "│ </key_excerpts> │\n",
- "│ │\n",
- "│ -------------------------------------------------------------------------------- │\n",
- "│ │\n",
- "│ │\n",
- "│ --- SOURCE 3: Recently moved to San Francisco, looking for good coffee place ... --- │\n",
- "│ URL: https://www.reddit.com/r/AskSF/comments/1di0g1l/recently_moved_to_san_francisco_looking_for_good/ │\n",
- "│ │\n",
- "│ SUMMARY: │\n",
- "│ Personally, Coffee Movement and St. Frank are my favs with Sightglass and Ritual being the more “chain” backup │\n",
- "│ (read: you can always find one of │\n",
- "│ │\n",
- "│ -------------------------------------------------------------------------------- │\n",
- "│ │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "
\n"
- ],
- "text/plain": [
- "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
- "\u001b[33m│\u001b[0m Search results: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 1: Best Coffee Roaster San Francisco, CA - Last Updated August 2025 --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://m.yelp.com/search?find_desc=Best+Coffee+Roaster&find_loc=San+Francisco%2C+CA \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Best Coffee Roaster Near San Francisco, California · 1. Graffeo Coffee Roasting Company. 4.7 (196 reviews) · 2. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Andytown Coffee Roasters. 4.5 (1.1k reviews) · 3. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 2: The Absolute Best San Francisco Coffee Shops - Eater SF --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://sf.eater.com/maps/best-coffee-shops-san-francisco \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m San Francisco is globally renowned for its rich coffee culture, being the birthplace of influential coffee \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m trends and establishments such as Wrecking Ball Coffee, which introduced the \"waves of coffee\" terminology. The \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m city has embraced diverse coffee styles, notably Yemeni coffee promoted by figures like Mokhtar Alkhanshali of \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Port of Mokha and Delah Coffee House. Traditional coffee culture landmarks include the origin of Irish Coffee \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m and early Italian espresso influence. The latest list of the 16 best coffee shops in San Francisco reflects \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m dynamic changes, with new additions like Caffe Trieste, the Coffee Movement at Side A, and Cafe Shoji replacing \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m others. These shops are celebrated for their expertly brewed coffee, unique beverages, and community-oriented \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m atmospheres. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Highlighted coffee shops include: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Saint Frank Coffee: Known for its minimal aesthetic, high-quality Bolivian coffees, and expansion with new \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m locations including Juniper and SoMa. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Outset Coffee: Innovators of fruit-infused coffee drinks like their Ethiopian coffee Americano with orange \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m juice and jasmine tea. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Scullery: Specialty coffee serving East Bay’s Mother Tongue Coffee, offering quality fare in the Tenderloin \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m area. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Sextant Coffee Roasters: Emphasizes direct relationships with Ethiopian, Kenyan, and Colombian growers, with \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m notable expansion. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Telescope Coffee: Offers creative seasonal drinks and a unique atmosphere in SoMa. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Abanico Coffee Roasters: A Latino-owned Mission District shop with Latin American coffee influences. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - SPRO - Mission Dolores/Castro: Creative coffee concoctions including a Cold Fashioned cold brew cocktail. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Grand Coffee: Established 11 years ago with a second location, serving Mission Street with specialty brews. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Hey Neighbor Cafe: Bayview’s cozy shop famed for quality beans and a unique mascot, a co-owner's cat. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Excelsior Coffee: A Black and brown-owned specialty coffee shop known for its strong roasts and chai. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Andytown Coffee Roasters: West side favorite with Guatemalan espresso and seasonal affogatos. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Hi NRG: A pop-up with Hong Kong-inspired lattes and vibrant cultural energy. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Paper Son: Merges Asian American heritage with coffee innovation; known for espresso passionfruit tonic. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Shoji: A trendy SoMa venue offering both coffee and award-winning tea, with coffee from MAME roasters. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Caffe Trieste: A historic North Beach landmark linked to cultural icons and dark, sweet espresso. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - The Coffee Movement at Side A: Collaborative coffee and doughnut spot with a relaxed atmosphere. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m The list reflects San Francisco’s coffee evolution encompassing heritage, diversity, and innovative approaches \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m to beverage crafting, underscoring the city’s ongoing influence in the global coffee scene. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \"San Francisco is and has been for many the world over the summit of coffee culture.\", \"It’s the birthplace of \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Wrecking Ball Coffee, where Trish Rothgeb introduced the 'waves of coffee' terminology and changed the industry \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m forever.\", \"These 16 coffee shops keep the torch burning, making those great ascents into the future.\", \"Saint \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Frank is to San Francisco coffee as Dungeness crab is to San Francisco restaurants.\", \"Outset on Valencia and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m New Montgomery streets takes the form to the next level.\", \"Sextant founder Kinani Ahmed works directly with \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Ethiopian, Kenyan, and Colombian growers, making high-end but affordable beans to-go.\", \"Paper Son pop-up is a \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m crowning achievement in the city’s vast coffee game, merging his Asian American heritage with his top-tier \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m espresso and pour-over skills.\", \"Caffe Trieste is indeed one of the touchstones for Godfather fans... The \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffee won’t blow your mind; it’s dark as midnight and sweet as sin, as it’s been written.\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 3: Recently moved to San Francisco, looking for good coffee place ... --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://www.reddit.com/r/AskSF/comments/1di0g1l/recently_moved_to_san_francisco_looking_for_good/ \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Personally, Coffee Movement and St. Frank are my favs with Sightglass and Ritual being the more “chain” backup \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m (read: you can always find one of \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
- ]
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{
"data": {
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
"│ │\n",
- "│ 🔧 Tool Call: think_tool │\n",
- "│ Args: { │\n",
- "│ \"reflection\": \"From this initial search, I've gathered some excellent information about San Francisco's top │\n",
- "│ coffee shops with a focus on quality. Key findings:\\n\\n**High-Quality Coffee Shops Identified:**\\n1. Saint │\n",
- "│ Frank Coffee - described as \\\"to San Francisco coffee as Dungeness crab is to San Francisco restaurants\\\" - │\n",
- "│ suggests exceptional quality and local significance\\n2. Sextant Coffee Roasters - works directly with │\n",
- "│ Ethiopian, Kenyan, and Colombian growers for high-end but affordable beans\\n3. Andytown Coffee Roasters - │\n",
- "│ highly rated (4.5 stars, 1.1k reviews) and mentioned as a \\\"West side favorite with Guatemalan espresso\\\"\\n4. │\n",
- "│ Graffeo Coffee Roasting Company - highest rated (4.7 stars, 196 reviews) on Yelp\\n5. Outset Coffee - innovators │\n",
- "│ with fruit-infused coffee drinks using Ethiopian coffee\\n6. Paper Son - described as \\\"crowning achievement\\\" │\n",
- "│ with top-tier espresso and pour-over skills\\n7. Sightglass and Ritual - mentioned as quality \\\"chain\\\" │\n",
- "│ options\\n\\n**What I still need:**\\n- More specific information about coffee quality assessments from expert │\n",
- "│ sources\\n- Information from specialty coffee organizations or professional reviews\\n- More detailed analysis of │\n",
- "│ what makes each shop's coffee quality exceptional\\n- Customer feedback specifically about coffee quality rather │\n",
- "│ than general atmosphere\\n- Any specialty coffee certifications or awards\\n\\nI should search for more expert │\n",
- "│ reviews and specialty coffee industry recognition next.\" │\n",
- "│ } │\n",
- "│ ID: toolu_01NqrUM8WxNUz1ZGtq6mWXe7 │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "\n"
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- "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
- "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m 🔧 Tool Call: think_tool \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"reflection\": \"From this initial search, I've gathered some excellent information about San Francisco's top \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m coffee shops with a focus on quality. Key findings:\\n\\n**High-Quality Coffee Shops Identified:**\\n1. Saint \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Frank Coffee - described as \\\"to San Francisco coffee as Dungeness crab is to San Francisco restaurants\\\" - \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m suggests exceptional quality and local significance\\n2. Sextant Coffee Roasters - works directly with \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Ethiopian, Kenyan, and Colombian growers for high-end but affordable beans\\n3. Andytown Coffee Roasters - \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m highly rated (4.5 stars, 1.1k reviews) and mentioned as a \\\"West side favorite with Guatemalan espresso\\\"\\n4. \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Graffeo Coffee Roasting Company - highest rated (4.7 stars, 196 reviews) on Yelp\\n5. Outset Coffee - innovators \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m with fruit-infused coffee drinks using Ethiopian coffee\\n6. Paper Son - described as \\\"crowning achievement\\\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m with top-tier espresso and pour-over skills\\n7. Sightglass and Ritual - mentioned as quality \\\"chain\\\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m options\\n\\n**What I still need:**\\n- More specific information about coffee quality assessments from expert \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m sources\\n- Information from specialty coffee organizations or professional reviews\\n- More detailed analysis of \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m what makes each shop's coffee quality exceptional\\n- Customer feedback specifically about coffee quality rather \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m than general atmosphere\\n- Any specialty coffee certifications or awards\\n\\nI should search for more expert \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m reviews and specialty coffee industry recognition next.\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01NqrUM8WxNUz1ZGtq6mWXe7 \u001b[37m│\u001b[0m\n",
- "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
- ]
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- "data": {
- "text/html": [
- "╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮\n",
- "│ Reflection recorded: From this initial search, I've gathered some excellent information about San Francisco's │\n",
- "│ top coffee shops with a focus on quality. Key findings: │\n",
- "│ │\n",
- "│ **High-Quality Coffee Shops Identified:** │\n",
- "│ 1. Saint Frank Coffee - described as \"to San Francisco coffee as Dungeness crab is to San Francisco │\n",
- "│ restaurants\" - suggests exceptional quality and local significance │\n",
- "│ 2. Sextant Coffee Roasters - works directly with Ethiopian, Kenyan, and Colombian growers for high-end but │\n",
- "│ affordable beans │\n",
- "│ 3. Andytown Coffee Roasters - highly rated (4.5 stars, 1.1k reviews) and mentioned as a \"West side favorite │\n",
- "│ with Guatemalan espresso\" │\n",
- "│ 4. Graffeo Coffee Roasting Company - highest rated (4.7 stars, 196 reviews) on Yelp │\n",
- "│ 5. Outset Coffee - innovators with fruit-infused coffee drinks using Ethiopian coffee │\n",
- "│ 6. Paper Son - described as \"crowning achievement\" with top-tier espresso and pour-over skills │\n",
- "│ 7. Sightglass and Ritual - mentioned as quality \"chain\" options │\n",
- "│ │\n",
- "│ **What I still need:** │\n",
- "│ - More specific information about coffee quality assessments from expert sources │\n",
- "│ - Information from specialty coffee organizations or professional reviews │\n",
- "│ - More detailed analysis of what makes each shop's coffee quality exceptional │\n",
- "│ - Customer feedback specifically about coffee quality rather than general atmosphere │\n",
- "│ - Any specialty coffee certifications or awards │\n",
- "│ │\n",
- "│ I should search for more expert reviews and specialty coffee industry recognition next. │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "
\n"
- ],
- "text/plain": [
- "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
- "\u001b[33m│\u001b[0m Reflection recorded: From this initial search, I've gathered some excellent information about San Francisco's \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m top coffee shops with a focus on quality. Key findings: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **High-Quality Coffee Shops Identified:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 1. Saint Frank Coffee - described as \"to San Francisco coffee as Dungeness crab is to San Francisco \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m restaurants\" - suggests exceptional quality and local significance \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 2. Sextant Coffee Roasters - works directly with Ethiopian, Kenyan, and Colombian growers for high-end but \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m affordable beans \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 3. Andytown Coffee Roasters - highly rated (4.5 stars, 1.1k reviews) and mentioned as a \"West side favorite \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m with Guatemalan espresso\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 4. Graffeo Coffee Roasting Company - highest rated (4.7 stars, 196 reviews) on Yelp \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 5. Outset Coffee - innovators with fruit-infused coffee drinks using Ethiopian coffee \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 6. Paper Son - described as \"crowning achievement\" with top-tier espresso and pour-over skills \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 7. Sightglass and Ritual - mentioned as quality \"chain\" options \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **What I still need:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - More specific information about coffee quality assessments from expert sources \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Information from specialty coffee organizations or professional reviews \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - More detailed analysis of what makes each shop's coffee quality exceptional \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Customer feedback specifically about coffee quality rather than general atmosphere \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Any specialty coffee certifications or awards \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m I should search for more expert reviews and specialty coffee industry recognition next. \u001b[33m│\u001b[0m\n",
- "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
- ]
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- "data": {
- "text/html": [
- "╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
"│ │\n",
"│ 🔧 Tool Call: tavily_search │\n",
"│ Args: { │\n",
- "│ \"query\": \"San Francisco coffee shops specialty coffee association awards Coffee Review ratings Saint Frank │\n",
- "│ Sextant Andytown\" │\n",
+ "│ \"query\": \"Best coffee shops in San Francisco 2025 ranked by coffee quality (expert reviews, Coffee Review, │\n",
+ "│ Specialty Coffee Association, direct customer ratings)\" │\n",
"│ } │\n",
- "│ ID: toolu_01JcXzDq9TAxbVW9T7J3W41B │\n",
+ "│ ID: call_SSL4tjbbSBxSek4q69wHOwdd │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"query\": \"San Francisco coffee shops specialty coffee association awards Coffee Review ratings Saint Frank \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Sextant Andytown\" \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \"query\": \"Best coffee shops in San Francisco 2025 ranked by coffee quality (expert reviews, Coffee Review, \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Specialty Coffee Association, direct customer ratings)\" \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01JcXzDq9TAxbVW9T7J3W41B \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m ID: call_SSL4tjbbSBxSek4q69wHOwdd \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -1257,75 +943,81 @@
"│ │\n",
"│ │\n",
"│ │\n",
- "│ --- SOURCE 1: TOP 10 BEST Coffee Houses in San Francisco, CA - Yelp --- │\n",
- "│ URL: https://www.yelp.com/search?find_desc=Coffee+Houses&find_loc=San+Francisco%2C+CA │\n",
+ "│ --- SOURCE 1: Best Coffee San Francisco, CA - Last Updated August 2025 --- │\n",
+ "│ URL: https://m.yelp.com/search?find_desc=best+coffee&find_loc=San+Francisco%2C+CA │\n",
"│ │\n",
"│ SUMMARY: │\n",
- "│ 1. Sightglass Coffee 4.0 (2.1k reviews) 1.9 mi $$ Good coffee, not great. This is a very busy coffee house, │\n",
- "│ with another counter on the second floor. │\n",
+ "│ 1. Paper Son Coffee. 4.5 (46 reviews). 2.8 mi · 2. The Coffee Movement. 4.7 (698 reviews). 2.7 mi · 3. │\n",
+ "│ Sightglass Coffee. 4.0 (2.1k reviews). 1.9 mi · 4. Progeny │\n",
"│ │\n",
"│ -------------------------------------------------------------------------------- │\n",
"│ │\n",
"│ │\n",
- "│ --- SOURCE 2: The Absolute Best San Francisco Coffee Shops - Eater SF --- │\n",
- "│ URL: https://sf.eater.com/maps/best-coffee-shops-san-francisco │\n",
+ "│ --- SOURCE 2: The Best Coffee Shops in San Francisco in 2025 (Ranking) --- │\n",
+ "│ URL: https://coffeewithdamian.com/blog/best-coffee-shops-in-san-francisco/ │\n",
"│ │\n",
"│ SUMMARY: │\n",
"│ <summary> │\n",
- "│ San Francisco is renowned globally as a pinnacle of coffee culture, being the birthplace of key innovations and │\n",
- "│ terminology such as the \"waves of coffee\" by Trish Rothgeb of Wrecking Ball Coffee. The city introduced Yemeni │\n",
- "│ coffee to the West Coast through notable cafes like Port of Mokha and Delah Coffee House. It is also │\n",
- "│ historically significant for the creation of the Irish Coffee and the popularization of Italian espresso │\n",
- "│ culture in the U.S., along with the invention of vacuum-sealed coffee. This article highlights 16 of the best │\n",
- "│ coffee shops currently sustaining San Francisco's coffee legacy. Notable shops include Saint Frank Coffee, │\n",
- "│ known for Bolivian coffee and stylish service with multiple locations; Outset Coffee, specializing in │\n",
- "│ innovative fruit coffee drinks; The Scullery, offering East Bay's Mother Tongue coffee and quality toast in │\n",
- "│ Tenderloin; Sextant Coffee Roasters, whose founder collaborates directly with growers and offers affordable │\n",
- "│ high-end beans; Telescope Coffee in SoMa, featuring unique seasonal drinks like honeycomb lattes and signature │\n",
- "│ strawberry milk; Abanico Coffee Roasters in the Mission with El Salvadoran influences and specialty drinks; │\n",
- "│ SPRO with inventive mixed coffee cocktails and multiple city locations; Grand Coffee with a new spacious │\n",
- "│ location and quality Chemex brews; Hey Neighbor Cafe in Bayview, popular for its toast and ties to local bakery │\n",
- "│ Rize Up; Excelsior Coffee, a Black and brown-owned shop providing strong but balanced roasts; Andytown Coffee │\n",
- "│ Roasters, beloved on the west side with Guatemalan espresso and signature affogatos; Hi NRG, a pop-up offering │\n",
- "│ Hong Kong-inspired lattes; Paper Son, merging Asian American heritage with innovative espresso drinks; Shoji, │\n",
- "│ known for high-quality tea and coffee service by award-winning baristas; Caffe Trieste, famed for its vintage │\n",
- "│ coffee culture and ties to film history; and The Coffee Movement at Side A, combining coffee with doughnuts and │\n",
- "│ soft serve in a relaxed setting. The list reflects recent updates with some shops removed and others added, │\n",
- "│ demonstrating San Francisco's evolving but enduring coffee scene. │\n",
+ "│ The webpage presents a ranking and detailed review of the best coffee shops in San Francisco as of 2025, │\n",
+ "│ authored by Damian, a coffee enthusiast and photographer. The highlighted coffee shop is Saint Frank Coffee │\n",
+ "│ located at 2340 Polk St, Russian Hill, San Francisco, scoring an overall 8.0 out of 10. Damian praises the │\n",
+ "│ friendly staff, excellent coffee quality, and inviting atmosphere, recommending it as a perfect place to spend │\n",
+ "│ an entire day. The review includes ratings for price, espresso, cappuccino, food (almond croissant), │\n",
+ "│ atmosphere, and music. Damian emphasizes that the rankings reflect his subjective opinion and invites readers │\n",
+ "│ to share their own experiences or request further reviews. The site also offers additional resources like a │\n",
+ "│ Coffee Flavor Wheel for enhanced coffee tasting experiences and features other blog topics related to │\n",
+ "│ photography, travel, and Catholic themes. │\n",
"│ </summary> │\n",
"│ │\n",
"│ <key_excerpts> │\n",
- "│ \"San Francisco is and has been for many the world over the summit of coffee culture.\", \"It’s the birthplace of │\n",
- "│ Wrecking Ball Coffee, where Trish Rothgeb introduced the 'waves of coffee' terminology and changed the industry │\n",
- "│ forever.\", \"Outset Americano is a medley of Ethiopian coffee plus not-from-concentrate orange juice, jasmine │\n",
- "│ green tea, and orange syrup.\", \"Sextant founder Kinani Ahmed works directly with Ethiopian, Kenyan, and │\n",
- "│ Colombian growers, making high-end but affordable beans to-go.\", \"SPRO is known for its playful and inventive │\n",
- "│ coffee drinks, including the Cold Fashioned, a cold brew mixed with orange bitters and gum syrup topped with a │\n",
- "│ Luxardo cherry and flamed orange twist.\" │\n",
+ "│ This article focuses on the top selection of the best coffee shops in San Francisco, and the suburbs., After │\n",
+ "│ research I decided to go to Saint Frank Coffee and it was the jackpot! Super friendly staff, amazing coffee, │\n",
+ "│ and ambiance that make you want to spend there entire day!, Overall Rank: 8.0, I hope you will enjoy exploring │\n",
+ "│ those great coffee shops, and remember that it is my subjective opinion, your taste can be different than mine │\n",
+ "│ and you can find some coffee or places better or worse., Engage with your morning coffee in a completely new │\n",
+ "│ way, taste coffee like never before, and learn more about the flavor, acidity, texture, and aftertaste of │\n",
+ "│ coffee. │\n",
"│ </key_excerpts> │\n",
"│ │\n",
"│ -------------------------------------------------------------------------------- │\n",
"│ │\n",
"│ │\n",
- "│ --- SOURCE 3: Battle of SF Coffee 2025☕ : r/sanfrancisco - Reddit --- │\n",
- "│ URL: https://www.reddit.com/r/sanfrancisco/comments/1li7ro2/battle_of_sf_coffee_2025/ │\n",
+ "│ --- SOURCE 3: Best 9 Coffee Shops in San Francisco in 2025 --- │\n",
+ "│ URL: https://coffee-rank.com/best-coffee-shops-in-san-francisco/ │\n",
"│ │\n",
"│ SUMMARY: │\n",
"│ <summary> │\n",
- "│ The webpage is a Reddit post from the r/sanfrancisco community titled \"Battle of SF Coffee 2025☕️🏆,\" initiated │\n",
- "│ by user SoundsByEYE approximately 16 days ago. The post is designed as a community-driven event to identify the │\n",
- "│ best coffee shops in San Francisco for the year 2025. It invites members to participate by upvoting their │\n",
- "│ favorite coffee spots listed in the thread, adding new coffee shop recommendations not already mentioned, and │\n",
- "│ sharing opinions or notes on quality and offerings. The goal is to foster engagement within the San Francisco │\n",
- "│ community to discover and celebrate the city's top coffee venues through collective input and voting. │\n",
+ "│ The webpage presents a detailed review and guide to the best nine coffee shops in San Francisco for 2025, │\n",
+ "│ authored by Angela Hudyakova of coffee-rank.com. Highlighting San Francisco's vibrant coffee culture comparable │\n",
+ "│ to cities like Seattle and Portland, the article features notable coffee shops with descriptions of their │\n",
+ "│ offerings, locations, and hours. Key establishments include Sightglass Coffee (three locations, offering │\n",
+ "│ vintage decor, freshly baked pastries from Neighbor Bakehouse, and coffee equipment sales), Coffee Bar (two │\n",
+ "│ locations near Union Square with artisan drinks and Vietnamese cold brew), Mazarine Coffee (modern coffeehouse │\n",
+ "│ near Montgomery BART with specialty beverages and brunch options), Ritual Coffee Roasters (multiple San │\n",
+ "│ Francisco locations featuring roasted beans, a variety of brewing methods, and specialty drinks), Antigua │\n",
+ "│ Coffee Co (cafes in South San Francisco serving extensive food and drink menus including light alcoholic │\n",
+ "│ beverages), Jane (a small franchise roasting and brewing in-house with multiple stores offering pastries and │\n",
+ "│ all-day breakfast), The Buena Vista Cafe (retro-style coffee shop at Fisherman’s Wharf known for Irish Coffee │\n",
+ "│ and Mexican-influenced drinks alongside full meals), Park Cafe Life (a series of park-based cafes offering │\n",
+ "│ coffee, cocktails, food, and delivery options), and Home Coffee Roasters (locations in Richmond, Chinatown, and │\n",
+ "│ Sunset neighborhoods, known for unique flavored drinks and food like avocado toasts). The webpage also provides │\n",
+ "│ social media links, contact information, and operational hours for each shop, emphasizing quality coffee, │\n",
+ "│ specialty drinks, and varied menus to suit different customer moods and needs. │\n",
"│ </summary> │\n",
"│ │\n",
"│ <key_excerpts> │\n",
- "│ Battle of SF Coffee 2025☕️🏆, This should be fun and a great way to try some new spots and see what the │\n",
- "│ consensus is in the city!, Here are the guidelines: 1. Check to see if your spot is in the thread first. Upvote │\n",
- "│ your favorite coffee shops in the thread; 2. Comment your favorite SF coffee spots that have not been posted. │\n",
- "│ If you have thoughts on that spot drop it in that comment thread 🔑; 3. Upvote the other spots you │\n",
- "│ like/Downvote the spots you think could be better., May the best coffee win! ☕️ 🏆 │\n",
+ "│ Bay City may be notorious for its counter-culture nightlife, but San Francisco coffee shops can hold up their │\n",
+ "│ own with other coffee cities like Seattle and Portland. Sightglass Coffee features freshly-baked pastry │\n",
+ "│ delivered from Neighbor Bakehouse and offers everything from single-origin beans to pro brewing equipment. │\n",
+ "│ Coffee Bar’s Vietnamese cold brew is steeped over 24 hours over ice and mixed with condensed milk for extra │\n",
+ "│ sweetness. Mazarine Coffee offers specialty beverages such as sparkling hibiscus and half-and-half raf along │\n",
+ "│ with an impressive brunch menu. Ritual Coffee Roasters provides roasted coffee beans for popular brewing │\n",
+ "│ methods including French press, Hario v60, Aeropress, and Chemex with specialty drinks like Cherry Bomb cold │\n",
+ "│ brew. Antigua Coffee serves light alcoholic drinks including beer, wine, sangria, michelada, and mimosas │\n",
+ "│ alongside coffee. The Buena Vista Cafe is a retro-style coffee shop with arguably the best view in San │\n",
+ "│ Francisco, known for authentic Irish Coffee. Park Cafe Life offers office and home delivery and supports a │\n",
+ "│ kid’s menu as well as various specials. Home Coffee Roasters emphasizes novelty drinks with unique flavors and │\n",
+ "│ serves toast and ice cream in addition to classic coffee. │\n",
"│ </key_excerpts> │\n",
"│ │\n",
"│ -------------------------------------------------------------------------------- │\n",
@@ -1339,75 +1031,81 @@
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 1: TOP 10 BEST Coffee Houses in San Francisco, CA - Yelp --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://www.yelp.com/search?find_desc=Coffee+Houses&find_loc=San+Francisco%2C+CA \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m --- SOURCE 1: Best Coffee San Francisco, CA - Last Updated August 2025 --- \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m URL: https://m.yelp.com/search?find_desc=best+coffee&find_loc=San+Francisco%2C+CA \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 1. Sightglass Coffee 4.0 (2.1k reviews) 1.9 mi $$ Good coffee, not great. This is a very busy coffee house, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m with another counter on the second floor. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m 1. Paper Son Coffee. 4.5 (46 reviews). 2.8 mi · 2. The Coffee Movement. 4.7 (698 reviews). 2.7 mi · 3. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Sightglass Coffee. 4.0 (2.1k reviews). 1.9 mi · 4. Progeny \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 2: The Absolute Best San Francisco Coffee Shops - Eater SF --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://sf.eater.com/maps/best-coffee-shops-san-francisco \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m --- SOURCE 2: The Best Coffee Shops in San Francisco in 2025 (Ranking) --- \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m URL: https://coffeewithdamian.com/blog/best-coffee-shops-in-san-francisco/ \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m San Francisco is renowned globally as a pinnacle of coffee culture, being the birthplace of key innovations and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m terminology such as the \"waves of coffee\" by Trish Rothgeb of Wrecking Ball Coffee. The city introduced Yemeni \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffee to the West Coast through notable cafes like Port of Mokha and Delah Coffee House. It is also \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m historically significant for the creation of the Irish Coffee and the popularization of Italian espresso \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m culture in the U.S., along with the invention of vacuum-sealed coffee. This article highlights 16 of the best \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffee shops currently sustaining San Francisco's coffee legacy. Notable shops include Saint Frank Coffee, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m known for Bolivian coffee and stylish service with multiple locations; Outset Coffee, specializing in \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m innovative fruit coffee drinks; The Scullery, offering East Bay's Mother Tongue coffee and quality toast in \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Tenderloin; Sextant Coffee Roasters, whose founder collaborates directly with growers and offers affordable \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m high-end beans; Telescope Coffee in SoMa, featuring unique seasonal drinks like honeycomb lattes and signature \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m strawberry milk; Abanico Coffee Roasters in the Mission with El Salvadoran influences and specialty drinks; \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SPRO with inventive mixed coffee cocktails and multiple city locations; Grand Coffee with a new spacious \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m location and quality Chemex brews; Hey Neighbor Cafe in Bayview, popular for its toast and ties to local bakery \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Rize Up; Excelsior Coffee, a Black and brown-owned shop providing strong but balanced roasts; Andytown Coffee \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Roasters, beloved on the west side with Guatemalan espresso and signature affogatos; Hi NRG, a pop-up offering \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Hong Kong-inspired lattes; Paper Son, merging Asian American heritage with innovative espresso drinks; Shoji, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m known for high-quality tea and coffee service by award-winning baristas; Caffe Trieste, famed for its vintage \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffee culture and ties to film history; and The Coffee Movement at Side A, combining coffee with doughnuts and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m soft serve in a relaxed setting. The list reflects recent updates with some shops removed and others added, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m demonstrating San Francisco's evolving but enduring coffee scene. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m The webpage presents a ranking and detailed review of the best coffee shops in San Francisco as of 2025, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m authored by Damian, a coffee enthusiast and photographer. The highlighted coffee shop is Saint Frank Coffee \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m located at 2340 Polk St, Russian Hill, San Francisco, scoring an overall 8.0 out of 10. Damian praises the \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m friendly staff, excellent coffee quality, and inviting atmosphere, recommending it as a perfect place to spend \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m an entire day. The review includes ratings for price, espresso, cappuccino, food (almond croissant), \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m atmosphere, and music. Damian emphasizes that the rankings reflect his subjective opinion and invites readers \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m to share their own experiences or request further reviews. The site also offers additional resources like a \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Coffee Flavor Wheel for enhanced coffee tasting experiences and features other blog topics related to \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m photography, travel, and Catholic themes. \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \"San Francisco is and has been for many the world over the summit of coffee culture.\", \"It’s the birthplace of \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Wrecking Ball Coffee, where Trish Rothgeb introduced the 'waves of coffee' terminology and changed the industry \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m forever.\", \"Outset Americano is a medley of Ethiopian coffee plus not-from-concentrate orange juice, jasmine \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m green tea, and orange syrup.\", \"Sextant founder Kinani Ahmed works directly with Ethiopian, Kenyan, and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Colombian growers, making high-end but affordable beans to-go.\", \"SPRO is known for its playful and inventive \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffee drinks, including the Cold Fashioned, a cold brew mixed with orange bitters and gum syrup topped with a \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Luxardo cherry and flamed orange twist.\" \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m This article focuses on the top selection of the best coffee shops in San Francisco, and the suburbs., After \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m research I decided to go to Saint Frank Coffee and it was the jackpot! Super friendly staff, amazing coffee, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and ambiance that make you want to spend there entire day!, Overall Rank: 8.0, I hope you will enjoy exploring \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m those great coffee shops, and remember that it is my subjective opinion, your taste can be different than mine \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and you can find some coffee or places better or worse., Engage with your morning coffee in a completely new \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m way, taste coffee like never before, and learn more about the flavor, acidity, texture, and aftertaste of \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m coffee. \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 3: Battle of SF Coffee 2025☕ : r/sanfrancisco - Reddit --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://www.reddit.com/r/sanfrancisco/comments/1li7ro2/battle_of_sf_coffee_2025/ \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m --- SOURCE 3: Best 9 Coffee Shops in San Francisco in 2025 --- \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m URL: https://coffee-rank.com/best-coffee-shops-in-san-francisco/ \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m The webpage is a Reddit post from the r/sanfrancisco community titled \"Battle of SF Coffee 2025☕️🏆,\" initiated \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m by user SoundsByEYE approximately 16 days ago. The post is designed as a community-driven event to identify the \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m best coffee shops in San Francisco for the year 2025. It invites members to participate by upvoting their \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m favorite coffee spots listed in the thread, adding new coffee shop recommendations not already mentioned, and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m sharing opinions or notes on quality and offerings. The goal is to foster engagement within the San Francisco \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m community to discover and celebrate the city's top coffee venues through collective input and voting. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m The webpage presents a detailed review and guide to the best nine coffee shops in San Francisco for 2025, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m authored by Angela Hudyakova of coffee-rank.com. Highlighting San Francisco's vibrant coffee culture comparable \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m to cities like Seattle and Portland, the article features notable coffee shops with descriptions of their \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m offerings, locations, and hours. Key establishments include Sightglass Coffee (three locations, offering \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m vintage decor, freshly baked pastries from Neighbor Bakehouse, and coffee equipment sales), Coffee Bar (two \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m locations near Union Square with artisan drinks and Vietnamese cold brew), Mazarine Coffee (modern coffeehouse \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m near Montgomery BART with specialty beverages and brunch options), Ritual Coffee Roasters (multiple San \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Francisco locations featuring roasted beans, a variety of brewing methods, and specialty drinks), Antigua \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Coffee Co (cafes in South San Francisco serving extensive food and drink menus including light alcoholic \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m beverages), Jane (a small franchise roasting and brewing in-house with multiple stores offering pastries and \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m all-day breakfast), The Buena Vista Cafe (retro-style coffee shop at Fisherman’s Wharf known for Irish Coffee \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and Mexican-influenced drinks alongside full meals), Park Cafe Life (a series of park-based cafes offering \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m coffee, cocktails, food, and delivery options), and Home Coffee Roasters (locations in Richmond, Chinatown, and \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Sunset neighborhoods, known for unique flavored drinks and food like avocado toasts). The webpage also provides \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m social media links, contact information, and operational hours for each shop, emphasizing quality coffee, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m specialty drinks, and varied menus to suit different customer moods and needs. \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Battle of SF Coffee 2025☕️🏆, This should be fun and a great way to try some new spots and see what the \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m consensus is in the city!, Here are the guidelines: 1. Check to see if your spot is in the thread first. Upvote \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m your favorite coffee shops in the thread; 2. Comment your favorite SF coffee spots that have not been posted. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m If you have thoughts on that spot drop it in that comment thread 🔑; 3. Upvote the other spots you \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m like/Downvote the spots you think could be better., May the best coffee win! ☕️ 🏆 \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Bay City may be notorious for its counter-culture nightlife, but San Francisco coffee shops can hold up their \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m own with other coffee cities like Seattle and Portland. Sightglass Coffee features freshly-baked pastry \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m delivered from Neighbor Bakehouse and offers everything from single-origin beans to pro brewing equipment. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Coffee Bar’s Vietnamese cold brew is steeped over 24 hours over ice and mixed with condensed milk for extra \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m sweetness. Mazarine Coffee offers specialty beverages such as sparkling hibiscus and half-and-half raf along \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m with an impressive brunch menu. Ritual Coffee Roasters provides roasted coffee beans for popular brewing \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m methods including French press, Hario v60, Aeropress, and Chemex with specialty drinks like Cherry Bomb cold \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m brew. Antigua Coffee serves light alcoholic drinks including beer, wine, sangria, michelada, and mimosas \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m alongside coffee. The Buena Vista Cafe is a retro-style coffee shop with arguably the best view in San \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Francisco, known for authentic Irish Coffee. Park Cafe Life offers office and home delivery and supports a \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m kid’s menu as well as various specials. Home Coffee Roasters emphasizes novelty drinks with unique flavors and \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m serves toast and ice cream in addition to classic coffee. \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
@@ -1423,46 +1121,44 @@
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
"│ │\n",
+ "│ │\n",
"│ 🔧 Tool Call: think_tool │\n",
"│ Args: { │\n",
- "│ \"reflection\": \"The second search provided additional context but didn't yield the specific expert reviews or │\n",
- "│ specialty coffee organization ratings I was hoping for. However, I did find:\\n\\n**Additional Quality │\n",
- "│ Indicators:**\\n- Sightglass Coffee appears with 4.0 stars (2.1k reviews) but noted as \\\"Good coffee, not │\n",
- "│ great\\\" - this suggests it may not be top-tier for quality\\n- The Reddit \\\"Battle of SF Coffee 2025\\\" post │\n",
- "│ could have community insights but I need to search for more specific results from that discussion\\n\\n**Current │\n",
- "│ Top Contenders Based on Quality Indicators:**\\n1. **Saint Frank Coffee** - consistently mentioned as premium │\n",
- "│ quality\\n2. **Sextant Coffee Roasters** - direct trade relationships suggest quality sourcing\\n3. **Andytown │\n",
- "│ Coffee Roasters** - high ratings and specialty Guatemalan espresso\\n4. **Graffeo Coffee Roasting Company** - │\n",
- "│ highest Yelp rating (4.7/5)\\n5. **Paper Son** - described as \\\"crowning achievement\\\" with top-tier skills\\n6. │\n",
- "│ **Outset Coffee** - innovative Ethiopian coffee preparations\\n\\n**Still Missing:**\\n- Official coffee industry │\n",
- "│ awards or certifications\\n- Detailed customer reviews specifically about coffee quality\\n- Expert coffee │\n",
- "│ reviewer ratings\\n- More specific information about roasting practices and bean sourcing\\n\\nI should search for │\n",
- "│ more detailed reviews and specific coffee quality assessments from customers and experts.\" │\n",
+ "│ \"reflection\": \"I have obtained three recent sources, all from 2025, focused on San Francisco coffee shops and │\n",
+ "│ their quality: (1) a current Yelp ranking, (2) a coffee enthusiast's detailed quality review focusing on Saint │\n",
+ "│ Frank Coffee, and (3) a comprehensive article reviewing nine top shops with emphasis on coffee quality and │\n",
+ "│ specialty offerings. While Yelp aggregates broad customer sentiment, the second and third sources provide more │\n",
+ "│ in-depth individual/expert review and descriptions of coffee quality, specific drinks, and brewing │\n",
+ "│ methods.\\n\\nMissing: Direct references to specialty coffee certifications (e.g., from Specialty Coffee │\n",
+ "│ Association or Coffee Review scores) and perhaps more granular taste/coffee-quality comparisons between these │\n",
+ "│ shops from known coffee industry sources. Also, the list should ensure we're not just echoing popular favorites │\n",
+ "│ but capturing those celebrated for coffee quality above all else.\\n\\nNext: Conduct a targeted search for San │\n",
+ "│ Francisco shops that have earned recognition by the Specialty Coffee Association, Coffee Review, or similar │\n",
+ "│ organizations, to add a certification/expert perspective to supplement customer and enthusiast reviews.\" │\n",
"│ } │\n",
- "│ ID: toolu_01KeuDYpWJxPzx8JXDLXVXzC │\n",
+ "│ ID: call_t28C1ICyP8x62IJ6JS6iw6eO │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m 🔧 Tool Call: think_tool \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"reflection\": \"The second search provided additional context but didn't yield the specific expert reviews or \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m specialty coffee organization ratings I was hoping for. However, I did find:\\n\\n**Additional Quality \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Indicators:**\\n- Sightglass Coffee appears with 4.0 stars (2.1k reviews) but noted as \\\"Good coffee, not \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m great\\\" - this suggests it may not be top-tier for quality\\n- The Reddit \\\"Battle of SF Coffee 2025\\\" post \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m could have community insights but I need to search for more specific results from that discussion\\n\\n**Current \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Top Contenders Based on Quality Indicators:**\\n1. **Saint Frank Coffee** - consistently mentioned as premium \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m quality\\n2. **Sextant Coffee Roasters** - direct trade relationships suggest quality sourcing\\n3. **Andytown \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Coffee Roasters** - high ratings and specialty Guatemalan espresso\\n4. **Graffeo Coffee Roasting Company** - \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m highest Yelp rating (4.7/5)\\n5. **Paper Son** - described as \\\"crowning achievement\\\" with top-tier skills\\n6. \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Outset Coffee** - innovative Ethiopian coffee preparations\\n\\n**Still Missing:**\\n- Official coffee industry \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m awards or certifications\\n- Detailed customer reviews specifically about coffee quality\\n- Expert coffee \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m reviewer ratings\\n- More specific information about roasting practices and bean sourcing\\n\\nI should search for \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m more detailed reviews and specific coffee quality assessments from customers and experts.\" \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \"reflection\": \"I have obtained three recent sources, all from 2025, focused on San Francisco coffee shops and \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m their quality: (1) a current Yelp ranking, (2) a coffee enthusiast's detailed quality review focusing on Saint \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Frank Coffee, and (3) a comprehensive article reviewing nine top shops with emphasis on coffee quality and \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m specialty offerings. While Yelp aggregates broad customer sentiment, the second and third sources provide more \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m in-depth individual/expert review and descriptions of coffee quality, specific drinks, and brewing \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m methods.\\n\\nMissing: Direct references to specialty coffee certifications (e.g., from Specialty Coffee \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Association or Coffee Review scores) and perhaps more granular taste/coffee-quality comparisons between these \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m shops from known coffee industry sources. Also, the list should ensure we're not just echoing popular favorites \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m but capturing those celebrated for coffee quality above all else.\\n\\nNext: Conduct a targeted search for San \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Francisco shops that have earned recognition by the Specialty Coffee Association, Coffee Review, or similar \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m organizations, to add a certification/expert perspective to supplement customer and enthusiast reviews.\" \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01KeuDYpWJxPzx8JXDLXVXzC \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m ID: call_t28C1ICyP8x62IJ6JS6iw6eO \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -1473,59 +1169,41 @@
"data": {
"text/html": [
"╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮\n",
- "│ Reflection recorded: The second search provided additional context but didn't yield the specific expert reviews │\n",
- "│ or specialty coffee organization ratings I was hoping for. However, I did find: │\n",
- "│ │\n",
- "│ **Additional Quality Indicators:** │\n",
- "│ - Sightglass Coffee appears with 4.0 stars (2.1k reviews) but noted as \"Good coffee, not great\" - this suggests │\n",
- "│ it may not be top-tier for quality │\n",
- "│ - The Reddit \"Battle of SF Coffee 2025\" post could have community insights but I need to search for more │\n",
- "│ specific results from that discussion │\n",
- "│ │\n",
- "│ **Current Top Contenders Based on Quality Indicators:** │\n",
- "│ 1. **Saint Frank Coffee** - consistently mentioned as premium quality │\n",
- "│ 2. **Sextant Coffee Roasters** - direct trade relationships suggest quality sourcing │\n",
- "│ 3. **Andytown Coffee Roasters** - high ratings and specialty Guatemalan espresso │\n",
- "│ 4. **Graffeo Coffee Roasting Company** - highest Yelp rating (4.7/5) │\n",
- "│ 5. **Paper Son** - described as \"crowning achievement\" with top-tier skills │\n",
- "│ 6. **Outset Coffee** - innovative Ethiopian coffee preparations │\n",
- "│ │\n",
- "│ **Still Missing:** │\n",
- "│ - Official coffee industry awards or certifications │\n",
- "│ - Detailed customer reviews specifically about coffee quality │\n",
- "│ - Expert coffee reviewer ratings │\n",
- "│ - More specific information about roasting practices and bean sourcing │\n",
- "│ │\n",
- "│ I should search for more detailed reviews and specific coffee quality assessments from customers and experts. │\n",
+ "│ Reflection recorded: I have obtained three recent sources, all from 2025, focused on San Francisco coffee shops │\n",
+ "│ and their quality: (1) a current Yelp ranking, (2) a coffee enthusiast's detailed quality review focusing on │\n",
+ "│ Saint Frank Coffee, and (3) a comprehensive article reviewing nine top shops with emphasis on coffee quality │\n",
+ "│ and specialty offerings. While Yelp aggregates broad customer sentiment, the second and third sources provide │\n",
+ "│ more in-depth individual/expert review and descriptions of coffee quality, specific drinks, and brewing │\n",
+ "│ methods. │\n",
+ "│ │\n",
+ "│ Missing: Direct references to specialty coffee certifications (e.g., from Specialty Coffee Association or │\n",
+ "│ Coffee Review scores) and perhaps more granular taste/coffee-quality comparisons between these shops from known │\n",
+ "│ coffee industry sources. Also, the list should ensure we're not just echoing popular favorites but capturing │\n",
+ "│ those celebrated for coffee quality above all else. │\n",
+ "│ │\n",
+ "│ Next: Conduct a targeted search for San Francisco shops that have earned recognition by the Specialty Coffee │\n",
+ "│ Association, Coffee Review, or similar organizations, to add a certification/expert perspective to supplement │\n",
+ "│ customer and enthusiast reviews. │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
- "\u001b[33m│\u001b[0m Reflection recorded: The second search provided additional context but didn't yield the specific expert reviews \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m or specialty coffee organization ratings I was hoping for. However, I did find: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Additional Quality Indicators:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Sightglass Coffee appears with 4.0 stars (2.1k reviews) but noted as \"Good coffee, not great\" - this suggests \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m it may not be top-tier for quality \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - The Reddit \"Battle of SF Coffee 2025\" post could have community insights but I need to search for more \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m specific results from that discussion \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Current Top Contenders Based on Quality Indicators:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 1. **Saint Frank Coffee** - consistently mentioned as premium quality \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 2. **Sextant Coffee Roasters** - direct trade relationships suggest quality sourcing \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 3. **Andytown Coffee Roasters** - high ratings and specialty Guatemalan espresso \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 4. **Graffeo Coffee Roasting Company** - highest Yelp rating (4.7/5) \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 5. **Paper Son** - described as \"crowning achievement\" with top-tier skills \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m 6. **Outset Coffee** - innovative Ethiopian coffee preparations \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Still Missing:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Official coffee industry awards or certifications \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Detailed customer reviews specifically about coffee quality \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Expert coffee reviewer ratings \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - More specific information about roasting practices and bean sourcing \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m I should search for more detailed reviews and specific coffee quality assessments from customers and experts. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Reflection recorded: I have obtained three recent sources, all from 2025, focused on San Francisco coffee shops \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and their quality: (1) a current Yelp ranking, (2) a coffee enthusiast's detailed quality review focusing on \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Saint Frank Coffee, and (3) a comprehensive article reviewing nine top shops with emphasis on coffee quality \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and specialty offerings. While Yelp aggregates broad customer sentiment, the second and third sources provide \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m more in-depth individual/expert review and descriptions of coffee quality, specific drinks, and brewing \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m methods. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Missing: Direct references to specialty coffee certifications (e.g., from Specialty Coffee Association or \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Coffee Review scores) and perhaps more granular taste/coffee-quality comparisons between these shops from known \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m coffee industry sources. Also, the list should ensure we're not just echoing popular favorites but capturing \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m those celebrated for coffee quality above all else. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Next: Conduct a targeted search for San Francisco shops that have earned recognition by the Specialty Coffee \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Association, Coffee Review, or similar organizations, to add a certification/expert perspective to supplement \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m customer and enthusiast reviews. \u001b[33m│\u001b[0m\n",
"\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -1537,24 +1215,24 @@
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
"│ │\n",
+ "│ │\n",
"│ 🔧 Tool Call: tavily_search │\n",
"│ Args: { │\n",
- "│ \"query\": \"\\\"Saint Frank Coffee\\\" \\\"Sextant Coffee\\\" \\\"Andytown Coffee\\\" San Francisco coffee quality reviews │\n",
- "│ roasting awards beans sourcing\" │\n",
+ "│ \"query\": \"San Francisco coffee shops with Specialty Coffee Association or Coffee Review recognition 2025\" │\n",
"│ } │\n",
- "│ ID: toolu_01YEVx3BLKeLVE9SbuDZKb7r │\n",
+ "│ ID: call_z0zWtSWmTERtw2OvJIa3e4xs │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"query\": \"\\\"Saint Frank Coffee\\\" \\\"Sextant Coffee\\\" \\\"Andytown Coffee\\\" San Francisco coffee quality reviews \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m roasting awards beans sourcing\" \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \"query\": \"San Francisco coffee shops with Specialty Coffee Association or Coffee Review recognition 2025\" \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01YEVx3BLKeLVE9SbuDZKb7r \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m ID: call_z0zWtSWmTERtw2OvJIa3e4xs \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -1569,346 +1247,67 @@
"│ │\n",
"│ │\n",
"│ │\n",
- "│ --- SOURCE 1: Yelp SAINT FRANK COFFEE - Updated August 2025 - 1279 Photos & 1000 Reviews - 2340 Polk St, San │\n",
- "│ Francisco, California - Coffee & Tea - Restaurant Reviews - Phone Number - Menu - Yelp --- │\n",
- "│ URL: https://www.yelp.com/biz/saint-frank-coffee-san-francisco-2 │\n",
- "│ │\n",
- "│ SUMMARY: │\n",
- "│ <summary> │\n",
- "│ Saint Frank Coffee is a popular coffee and tea shop located at 2340 Polk St, San Francisco, CA, in the Russian │\n",
- "│ Hill neighborhood. It specializes in coffee and breakfast/brunch items, operating daily from 7:00 AM to 6:00 │\n",
- "│ PM. The café boasts a 4.3-star rating based on 996 reviews and has a considerable photo gallery showcasing its │\n",
- "│ offerings and ambiance. The menu features popular drinks like the House Almond Macadamia Milk, Honey Lavender │\n",
- "│ Latte, Orange Cream Latte, Macadamia Nut Milk, and various lattes and cold brews. The establishment is │\n",
- "│ described as hipster, trendy, classy yet casual, and suitable for working. It offers take-out, takes │\n",
- "│ reservations, has vegan options, and is wheelchair accessible. Customers have noted the presence of outdoor │\n",
- "│ seating. The business can be contacted at (415) 881-8062 and maintains a website at saintfrankcoffee.com. │\n",
- "│ </summary> │\n",
- "│ │\n",
- "│ <key_excerpts> │\n",
- "│ Saint Frank Coffee is a coffee and tea shop located at 2340 Polk St, San Francisco, California. 4.3-star rating │\n",
- "│ based on 996 reviews. Open daily from 7:00 AM to 6:00 PM. Popular drinks include House Almond Macadamia Milk, │\n",
- "│ Honey Lavender Latte, Orange Cream Latte, and various specialty lattes. The café offers take-out, takes │\n",
- "│ reservations, has vegan options, and is wheelchair accessible. The vibe is hipster, trendy, casual, and good │\n",
- "│ for working. Outdoor seating is available. │\n",
- "│ </key_excerpts> │\n",
- "│ │\n",
- "│ -------------------------------------------------------------------------------- │\n",
- "│ │\n",
- "│ │\n",
- "│ --- SOURCE 2: Tripadvisor SAINT FRANK COFFEE, San Francisco - 2340 Polk St, Polk Gulch - Restaurant Reviews & │\n",
- "│ Phone Number - Tripadvisor --- │\n",
- "│ URL: │\n",
- "│ https://www.tripadvisor.com/Restaurant_Review-g60713-d5209565-Reviews-Saint_Frank_Coffee-San_Francisco_Californ │\n",
- "│ ia.html │\n",
+ "│ --- SOURCE 1: Coffee Shops South San Francisco, CA - Last Updated August 2025 --- │\n",
+ "│ URL: https://m.yelp.com/search?find_desc=Coffee+Shops&find_loc=South+San+Francisco%2C+CA │\n",
"│ │\n",
"│ SUMMARY: │\n",
- "│ Saint Frank Coffee , San Francisco : See 68 unbiased reviews of Saint Frank Coffee , rated 4.4 of 5 on │\n",
- "│ Tripadvisor and ranked #649 of 3,345 restaurants in San Francisco . │\n",
+ "│ These are some coffee roasteries with a large number of reviews near South San Francisco, CA: Brothers Cafe │\n",
+ "│ (1234 reviews). Philz Coffee (1161 reviews). │\n",
"│ │\n",
"│ -------------------------------------------------------------------------------- │\n",
"│ │\n",
"│ │\n",
- "│ --- SOURCE 3: Saint Frank Coffee - San Francisco --- │\n",
- "│ URL: https://www.saintfrankcoffee.com/ │\n",
- "│ │\n",
- "│ SUMMARY: │\n",
- "│ <summary> │\n",
- "│ Saint Frank Coffee is a San Francisco-based coffee company offering a variety of coffee products including │\n",
- "│ single origin, blends, and instant coffee. Their online store also includes merchandise, brewing gear, and gift │\n",
- "│ collections. The company emphasizes a concept called 'Relational Sourcing' and shares their story and values on │\n",
- "│ their website. Customers can subscribe to receive fresh coffee via a subscription service, with a promotion │\n",
- "│ offering a free bag of coffee for new subscribers. Saint Frank Coffee operates a physical location at 1604 17th │\n",
- "│ Street, San Francisco, CA 94107, and provides contact options through email and phone. They also have a │\n",
- "│ wholesale program and regularly update their customers through newsletters and a blog. The website offers │\n",
- "│ accessibility features such as screen-reader mode. │\n",
- "│ </summary> │\n",
- "│ │\n",
- "│ <key_excerpts> │\n",
- "│ Sign up and we’ll send you fresh news and perspectives _and_ your first subscription bag free., Relational │\n",
- "│ Sourcing, 1604 17th Street, San Francisco, CA 94107, Wholesale program available through the website │\n",
- "│ </key_excerpts> │\n",
- "│ │\n",
- "│ -------------------------------------------------------------------------------- │\n",
- "│ │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "
\n"
- ],
- "text/plain": [
- "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
- "\u001b[33m│\u001b[0m Search results: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 1: Yelp SAINT FRANK COFFEE - Updated August 2025 - 1279 Photos & 1000 Reviews - 2340 Polk St, San \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Francisco, California - Coffee & Tea - Restaurant Reviews - Phone Number - Menu - Yelp --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://www.yelp.com/biz/saint-frank-coffee-san-francisco-2 \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Saint Frank Coffee is a popular coffee and tea shop located at 2340 Polk St, San Francisco, CA, in the Russian \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Hill neighborhood. It specializes in coffee and breakfast/brunch items, operating daily from 7:00 AM to 6:00 \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m PM. The café boasts a 4.3-star rating based on 996 reviews and has a considerable photo gallery showcasing its \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m offerings and ambiance. The menu features popular drinks like the House Almond Macadamia Milk, Honey Lavender \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Latte, Orange Cream Latte, Macadamia Nut Milk, and various lattes and cold brews. The establishment is \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m described as hipster, trendy, classy yet casual, and suitable for working. It offers take-out, takes \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m reservations, has vegan options, and is wheelchair accessible. Customers have noted the presence of outdoor \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m seating. The business can be contacted at (415) 881-8062 and maintains a website at saintfrankcoffee.com. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Saint Frank Coffee is a coffee and tea shop located at 2340 Polk St, San Francisco, California. 4.3-star rating \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m based on 996 reviews. Open daily from 7:00 AM to 6:00 PM. Popular drinks include House Almond Macadamia Milk, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Honey Lavender Latte, Orange Cream Latte, and various specialty lattes. The café offers take-out, takes \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m reservations, has vegan options, and is wheelchair accessible. The vibe is hipster, trendy, casual, and good \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m for working. Outdoor seating is available. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 2: Tripadvisor SAINT FRANK COFFEE, San Francisco - 2340 Polk St, Polk Gulch - Restaurant Reviews & \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Phone Number - Tripadvisor --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m https://www.tripadvisor.com/Restaurant_Review-g60713-d5209565-Reviews-Saint_Frank_Coffee-San_Francisco_Californ \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m ia.html \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Saint Frank Coffee , San Francisco : See 68 unbiased reviews of Saint Frank Coffee , rated 4.4 of 5 on \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Tripadvisor and ranked #649 of 3,345 restaurants in San Francisco . \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 3: Saint Frank Coffee - San Francisco --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://www.saintfrankcoffee.com/ \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Saint Frank Coffee is a San Francisco-based coffee company offering a variety of coffee products including \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m single origin, blends, and instant coffee. Their online store also includes merchandise, brewing gear, and gift \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m collections. The company emphasizes a concept called 'Relational Sourcing' and shares their story and values on \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m their website. Customers can subscribe to receive fresh coffee via a subscription service, with a promotion \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m offering a free bag of coffee for new subscribers. Saint Frank Coffee operates a physical location at 1604 17th \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Street, San Francisco, CA 94107, and provides contact options through email and phone. They also have a \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m wholesale program and regularly update their customers through newsletters and a blog. The website offers \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m accessibility features such as screen-reader mode. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Sign up and we’ll send you fresh news and perspectives _and_ your first subscription bag free., Relational \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Sourcing, 1604 17th Street, San Francisco, CA 94107, Wholesale program available through the website \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- "╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
- "│ │\n",
- "│ 🔧 Tool Call: think_tool │\n",
- "│ Args: { │\n",
- "│ \"reflection\": \"Good progress! I now have more concrete information about Saint Frank Coffee:\\n\\n**Saint Frank │\n",
- "│ Coffee Quality Indicators:**\\n- 4.3-star rating on Yelp (996 reviews)\\n- 4.4-star rating on TripAdvisor (68 │\n",
- "│ reviews), ranked #649 of 3,345 restaurants in SF\\n- Emphasizes \\\"Relational Sourcing\\\" - suggests quality │\n",
- "│ sourcing practices\\n- Multiple locations indicating success and growth\\n- Specialty drinks like Honey Lavender │\n",
- "│ Latte and Orange Cream Latte\\n- Has wholesale program suggesting commercial success\\n\\n**Current │\n",
- "│ Assessment:**\\nSaint Frank appears to be a high-quality operation with solid ratings and good sourcing │\n",
- "│ practices. However, I still need more specific information about the other top contenders like Sextant, │\n",
- "│ Andytown, and Graffeo. I should search for more detailed information about coffee quality assessments and │\n",
- "│ customer feedback specifically about taste and coffee preparation quality.\\n\\n**Next Steps:**\\nI need one more │\n",
- "│ targeted search to gather specific customer reviews about coffee quality and any additional expert assessments │\n",
- "│ to provide a comprehensive ranking.\" │\n",
- "│ } │\n",
- "│ ID: toolu_01DT4p3qmK7FZJ7bBK2kUhBP │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "\n"
- ],
- "text/plain": [
- "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
- "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m 🔧 Tool Call: think_tool \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"reflection\": \"Good progress! I now have more concrete information about Saint Frank Coffee:\\n\\n**Saint Frank \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Coffee Quality Indicators:**\\n- 4.3-star rating on Yelp (996 reviews)\\n- 4.4-star rating on TripAdvisor (68 \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m reviews), ranked #649 of 3,345 restaurants in SF\\n- Emphasizes \\\"Relational Sourcing\\\" - suggests quality \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m sourcing practices\\n- Multiple locations indicating success and growth\\n- Specialty drinks like Honey Lavender \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Latte and Orange Cream Latte\\n- Has wholesale program suggesting commercial success\\n\\n**Current \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Assessment:**\\nSaint Frank appears to be a high-quality operation with solid ratings and good sourcing \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m practices. However, I still need more specific information about the other top contenders like Sextant, \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Andytown, and Graffeo. I should search for more detailed information about coffee quality assessments and \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m customer feedback specifically about taste and coffee preparation quality.\\n\\n**Next Steps:**\\nI need one more \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m targeted search to gather specific customer reviews about coffee quality and any additional expert assessments \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m to provide a comprehensive ranking.\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01DT4p3qmK7FZJ7bBK2kUhBP \u001b[37m│\u001b[0m\n",
- "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- "╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮\n",
- "│ Reflection recorded: Good progress! I now have more concrete information about Saint Frank Coffee: │\n",
- "│ │\n",
- "│ **Saint Frank Coffee Quality Indicators:** │\n",
- "│ - 4.3-star rating on Yelp (996 reviews) │\n",
- "│ - 4.4-star rating on TripAdvisor (68 reviews), ranked #649 of 3,345 restaurants in SF │\n",
- "│ - Emphasizes \"Relational Sourcing\" - suggests quality sourcing practices │\n",
- "│ - Multiple locations indicating success and growth │\n",
- "│ - Specialty drinks like Honey Lavender Latte and Orange Cream Latte │\n",
- "│ - Has wholesale program suggesting commercial success │\n",
- "│ │\n",
- "│ **Current Assessment:** │\n",
- "│ Saint Frank appears to be a high-quality operation with solid ratings and good sourcing practices. However, I │\n",
- "│ still need more specific information about the other top contenders like Sextant, Andytown, and Graffeo. I │\n",
- "│ should search for more detailed information about coffee quality assessments and customer feedback specifically │\n",
- "│ about taste and coffee preparation quality. │\n",
- "│ │\n",
- "│ **Next Steps:** │\n",
- "│ I need one more targeted search to gather specific customer reviews about coffee quality and any additional │\n",
- "│ expert assessments to provide a comprehensive ranking. │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "
\n"
- ],
- "text/plain": [
- "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
- "\u001b[33m│\u001b[0m Reflection recorded: Good progress! I now have more concrete information about Saint Frank Coffee: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Saint Frank Coffee Quality Indicators:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - 4.3-star rating on Yelp (996 reviews) \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - 4.4-star rating on TripAdvisor (68 reviews), ranked #649 of 3,345 restaurants in SF \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Emphasizes \"Relational Sourcing\" - suggests quality sourcing practices \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Multiple locations indicating success and growth \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Specialty drinks like Honey Lavender Latte and Orange Cream Latte \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Has wholesale program suggesting commercial success \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Current Assessment:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Saint Frank appears to be a high-quality operation with solid ratings and good sourcing practices. However, I \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m still need more specific information about the other top contenders like Sextant, Andytown, and Graffeo. I \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m should search for more detailed information about coffee quality assessments and customer feedback specifically \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m about taste and coffee preparation quality. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Next Steps:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m I need one more targeted search to gather specific customer reviews about coffee quality and any additional \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m expert assessments to provide a comprehensive ranking. \u001b[33m│\u001b[0m\n",
- "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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- "╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
- "│ │\n",
- "│ 🔧 Tool Call: tavily_search │\n",
- "│ Args: { │\n",
- "│ \"query\": \"Graffeo Coffee Roasting Company Andytown Coffee Sextant Coffee San Francisco customer reviews │\n",
- "│ coffee taste quality beans espresso\" │\n",
- "│ } │\n",
- "│ ID: toolu_01KkFmdMzwp3iX8DihJ58jgq │\n",
- "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
- "\n"
- ],
- "text/plain": [
- "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
- "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"query\": \"Graffeo Coffee Roasting Company Andytown Coffee Sextant Coffee San Francisco customer reviews \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m coffee taste quality beans espresso\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01KkFmdMzwp3iX8DihJ58jgq \u001b[37m│\u001b[0m\n",
- "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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- "data": {
- "text/html": [
- "╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮\n",
- "│ Search results: │\n",
- "│ │\n",
- "│ │\n",
- "│ │\n",
- "│ --- SOURCE 1: Andytown Coffee Roasters | San Francisco Specialty Coffee --- │\n",
- "│ URL: https://andytownsf.com/?srsltid=AfmBOopIbJM2AWmflHO9G7nXAgj2Hv7rQUna8jIX1A9fPmD5qXJn5h3g │\n",
+ "│ --- SOURCE 2: The Best Coffee Shops in San Francisco in 2025 (Ranking) --- │\n",
+ "│ URL: https://coffeewithdamian.com/blog/best-coffee-shops-in-san-francisco/ │\n",
"│ │\n",
"│ SUMMARY: │\n",
"│ <summary> │\n",
- "│ Andytown Coffee Roasters is offering a 'Happy Fogust' promotion featuring 20% off all 5lb bags of coffee for │\n",
- "│ online purchases. Free shipping is automatically applied to orders of $50 or more. Their coffee lineup includes │\n",
- "│ several single-origin coffees and blends such as Peru Satipo Finca Tasta, Burundi Kayanza Incuti, Indonesia │\n",
- "│ Natural East Java Mount Ijen, Short Strand Blend, Wind & Sea Blend, Cold Brew Blend, Shore Leave Hook Blend, │\n",
- "│ and Decaf Guatemala Esquipulas. They emphasize sustainable practices as a certified California Green Business, │\n",
- "│ focusing on compostable packaging and ethical sourcing, support for local community hiring and events in San │\n",
- "│ Francisco, and high product quality through meticulous sourcing and small-batch roasting. The webpage also │\n",
- "│ highlights the fruit-forward natural coffee from the Ijen Highlands of East Java, Indonesia, where the volcanic │\n",
- "│ soil creates ideal coffee-growing conditions, with Kevenka Coffee as a key producer. Additional offerings │\n",
- "│ include brewing gear, merchandise, and a full café menu with coffee, pastries, and seasonal treats. Customers │\n",
- "│ can view menus and place orders online, and they can follow @ANDYTOWNSF on social media for monthly offers and │\n",
- "│ updates. │\n",
+ "│ The webpage, authored by Damian and published on November 27, 2023, presents a ranking and review of the best │\n",
+ "│ coffee shops in San Francisco for 2025. Damian, who explores coffee shops globally, provides a subjective but │\n",
+ "│ detailed evaluation of his preferred spots in San Francisco, focusing on factors such as prices, espresso, │\n",
+ "│ cappuccino, food items like blueberry muffins or almond croissants, atmosphere, and music, all rated on a 1 to │\n",
+ "│ 10 scale. The top-ranked coffee shop highlighted is Saint Frank Coffee, located at 2340 Polk St, San Francisco, │\n",
+ "│ CA 94109, with an overall rating of 8.0. It is praised for its friendly staff, excellent coffee, pleasant │\n",
+ "│ ambiance, and liveable prices (espresso at $4.00, cappuccino at $5.50, and almond croissant at $5.75). The │\n",
+ "│ review includes rich descriptive content and photography, and Damian invites readers to share their own │\n",
+ "│ recommendations or requests for reviews. Additionally, the site offers related content on coffee, photography, │\n",
+ "│ and travel, including a coffee flavor wheel to enhance coffee tasting experiences. Damian also shares his │\n",
+ "│ personal interests in photography and Catholic culture through the blog. The website encourages subscription │\n",
+ "│ for weekly insights and engages visitors with downloadable content and contact options. Social media links and │\n",
+ "│ calls to support the site are also available. │\n",
"│ </summary> │\n",
"│ │\n",
"│ <key_excerpts> │\n",
- "│ \"Happy Fogust! 20% off 5lb bags of coffee online only.\", \"FREE Shipping automatically applied to orders $50 and │\n",
- "│ over.\", \"Andytown is a certified California Green Business committed to sustainability through compostable │\n",
- "│ packaging, energy efficiency, and ethical sourcing.\", \"Andytown supports our community through local hiring, │\n",
- "│ inclusive spaces, neighborhood events, and partnerships that uplift San Francisco’s diverse, creative spirit.\", │\n",
- "│ \"Andytown is dedicated to quality through meticulous sourcing, small-batch roasting, skilled baristas, and │\n",
- "│ crafting every cup with care and consistency.\" │\n",
+ "│ \"The first coffee shop I visited in San Francisco on my last trip, after research I decided to go to Saint │\n",
+ "│ Frank Coffee and it was the jackpot! Super friendly staff, amazing coffee, and ambiance that make you want to │\n",
+ "│ spend there entire day!\", \"Prices: Espresso: 8.5 – $4.00, Cappuccino: 8.5 – $5.50, Almond Croissant: 8.0 – │\n",
+ "│ $5.75, Atmosphere: 8.5, Music: 9.0, Overall Rank: 8.0\", \"I review coffee shops all over the world, and find the │\n",
+ "│ best coffee shops in Chicago or Cape Town. I hope you will enjoy exploring those great coffee shops, and │\n",
+ "│ remember that it is my subjective opinion, your taste can be different than mine.\", \"Engage with your morning │\n",
+ "│ coffee in a completely new way, taste coffee like never before, and learn more about the flavor, acidity, │\n",
+ "│ texture, and aftertaste of coffee.\", \"Everyone should believe that he or she can be an inspiration for others, │\n",
+ "│ and make the world a better place.\" – Damian │\n",
"│ </key_excerpts> │\n",
"│ │\n",
"│ -------------------------------------------------------------------------------- │\n",
"│ │\n",
"│ │\n",
- "│ --- SOURCE 2: GRAFFEO COFFEE ROASTING COMPANY - Updated ... --- │\n",
- "│ URL: https://www.yelp.com/biz/graffeo-coffee-roasting-company-san-francisco │\n",
- "│ │\n",
- "│ SUMMARY: │\n",
- "│ This is the best coffee, freshly roasted, ground to your specificity, friendly customer service. And if not │\n",
- "│ local, they ship! Helpful │\n",
- "│ │\n",
- "│ -------------------------------------------------------------------------------- │\n",
- "│ │\n",
- "│ │\n",
- "│ --- SOURCE 3: Graffeo Coffee --- │\n",
- "│ URL: https://graffeo.com/?srsltid=AfmBOooR5Iosoe2hzeyTsbbZUiyGumR1Ei7BZMCSXI4gU-BV_xvwylFj │\n",
+ "│ --- SOURCE 3: Cafe X | San Francisco International Airport --- │\n",
+ "│ URL: https://www.flysfo.com/passengers/shop-dine-relax/cafe-x-0 │\n",
"│ │\n",
"│ SUMMARY: │\n",
"│ <summary> │\n",
- "│ Graffeo Coffee is a family-run artisan coffee roaster based in North Beach, operating since 1935 and committed │\n",
- "│ to producing what they consider the world's finest coffee. Their product lineup includes signature blends such │\n",
- "│ as Dark Roast, Light Roast, and Swiss Water Decaf — chemical-free decaffeinated coffee that maintains rich │\n",
- "│ flavor. The Dark Roast is smooth, rich, and full-bodied, offered at fine hotels and restaurants, while the │\n",
- "│ Light Roast is a well-balanced coffee ideal for pour-over brewing. Their Gift Box offers a sampler of these │\n",
- "│ coffees with a brewing guide by coffee expert Wolfgang Klinker. The company prides itself on limited blends to │\n",
- "│ preserve quality and tradition, managed by Luciano Repetto, who continues roasting from the original North │\n",
- "│ Beach storefront inherited from his father. Wholesale partnerships are available via direct contact. Graffeo │\n",
- "│ Coffee emphasizes both the art and science of roasting beans, maintaining a legacy passed through generations. │\n",
+ "│ The webpage provides information about Cafe X, a location within San Francisco International Airport (SFO). It │\n",
+ "│ includes visual representations such as images of the Cafe X interior and exterior, as well as a location map │\n",
+ "│ pinpointing Cafe X at Gate B2 in SFO. The page encourages visitors to stay updated on new routes, improvement │\n",
+ "│ projects, museum exhibitions, and more at the airport. The content is current as of 2025 and is presented by │\n",
+ "│ San Francisco International Airport. │\n",
"│ </summary> │\n",
"│ │\n",
"│ <key_excerpts> │\n",
- "│ “To me Graffeo Coffee is rich, full and never bitter.”, \"Our signature Graffeo roast. Smooth, rich and │\n",
- "│ full-bodied. Served at some of the world’s finest hotels and restaurants.\", \"Chemical free, Swiss water process │\n",
- "│ preserves the flavor of the beans when roasting that impresses even ardent 'death before decaf' purists.\", \"A │\n",
- "│ sample of our fresh roasted whole bean Dark, Light, and Decaf in an elegant gift-worthy package. Includes │\n",
- "│ coffee master Wolfgang Klinker’s brewing guide for a perfect cup.\", \"Luciano Repetto has been steadfastly │\n",
- "│ roasting coffee from the same North Beach storefront that he took over from his father decades ago.\" │\n",
+ "│ Cafe X, located at Gate B2 in San Francisco International Airport, offers travelers a unique experience., Stay │\n",
+ "│ up to date on new routes, improvement projects, museum exhibitions and much more!, © 2025 San Francisco │\n",
+ "│ International Airport │\n",
"│ </key_excerpts> │\n",
"│ │\n",
"│ -------------------------------------------------------------------------------- │\n",
@@ -1922,70 +1321,67 @@
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 1: Andytown Coffee Roasters | San Francisco Specialty Coffee --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://andytownsf.com/?srsltid=AfmBOopIbJM2AWmflHO9G7nXAgj2Hv7rQUna8jIX1A9fPmD5qXJn5h3g \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m --- SOURCE 1: Coffee Shops South San Francisco, CA - Last Updated August 2025 --- \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m URL: https://m.yelp.com/search?find_desc=Coffee+Shops&find_loc=South+San+Francisco%2C+CA \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Andytown Coffee Roasters is offering a 'Happy Fogust' promotion featuring 20% off all 5lb bags of coffee for \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m online purchases. Free shipping is automatically applied to orders of $50 or more. Their coffee lineup includes \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m several single-origin coffees and blends such as Peru Satipo Finca Tasta, Burundi Kayanza Incuti, Indonesia \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Natural East Java Mount Ijen, Short Strand Blend, Wind & Sea Blend, Cold Brew Blend, Shore Leave Hook Blend, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m and Decaf Guatemala Esquipulas. They emphasize sustainable practices as a certified California Green Business, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m focusing on compostable packaging and ethical sourcing, support for local community hiring and events in San \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Francisco, and high product quality through meticulous sourcing and small-batch roasting. The webpage also \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m highlights the fruit-forward natural coffee from the Ijen Highlands of East Java, Indonesia, where the volcanic \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m soil creates ideal coffee-growing conditions, with Kevenka Coffee as a key producer. Additional offerings \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m include brewing gear, merchandise, and a full café menu with coffee, pastries, and seasonal treats. Customers \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m can view menus and place orders online, and they can follow @ANDYTOWNSF on social media for monthly offers and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m updates. \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \"Happy Fogust! 20% off 5lb bags of coffee online only.\", \"FREE Shipping automatically applied to orders $50 and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m over.\", \"Andytown is a certified California Green Business committed to sustainability through compostable \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m packaging, energy efficiency, and ethical sourcing.\", \"Andytown supports our community through local hiring, \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m inclusive spaces, neighborhood events, and partnerships that uplift San Francisco’s diverse, creative spirit.\", \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \"Andytown is dedicated to quality through meticulous sourcing, small-batch roasting, skilled baristas, and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m crafting every cup with care and consistency.\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m These are some coffee roasteries with a large number of reviews near South San Francisco, CA: Brothers Cafe \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m (1234 reviews). Philz Coffee (1161 reviews). \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 2: GRAFFEO COFFEE ROASTING COMPANY - Updated ... --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://www.yelp.com/biz/graffeo-coffee-roasting-company-san-francisco \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m --- SOURCE 2: The Best Coffee Shops in San Francisco in 2025 (Ranking) --- \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m URL: https://coffeewithdamian.com/blog/best-coffee-shops-in-san-francisco/ \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m This is the best coffee, freshly roasted, ground to your specificity, friendly customer service. And if not \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m local, they ship! Helpful \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m The webpage, authored by Damian and published on November 27, 2023, presents a ranking and review of the best \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m coffee shops in San Francisco for 2025. Damian, who explores coffee shops globally, provides a subjective but \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m detailed evaluation of his preferred spots in San Francisco, focusing on factors such as prices, espresso, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m cappuccino, food items like blueberry muffins or almond croissants, atmosphere, and music, all rated on a 1 to \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m 10 scale. The top-ranked coffee shop highlighted is Saint Frank Coffee, located at 2340 Polk St, San Francisco, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m CA 94109, with an overall rating of 8.0. It is praised for its friendly staff, excellent coffee, pleasant \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m ambiance, and liveable prices (espresso at $4.00, cappuccino at $5.50, and almond croissant at $5.75). The \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m review includes rich descriptive content and photography, and Damian invites readers to share their own \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m recommendations or requests for reviews. Additionally, the site offers related content on coffee, photography, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and travel, including a coffee flavor wheel to enhance coffee tasting experiences. Damian also shares his \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m personal interests in photography and Catholic culture through the blog. The website encourages subscription \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m for weekly insights and engages visitors with downloadable content and contact options. Social media links and \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m calls to support the site are also available. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \"The first coffee shop I visited in San Francisco on my last trip, after research I decided to go to Saint \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Frank Coffee and it was the jackpot! Super friendly staff, amazing coffee, and ambiance that make you want to \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m spend there entire day!\", \"Prices: Espresso: 8.5 – $4.00, Cappuccino: 8.5 – $5.50, Almond Croissant: 8.0 – \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m $5.75, Atmosphere: 8.5, Music: 9.0, Overall Rank: 8.0\", \"I review coffee shops all over the world, and find the \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m best coffee shops in Chicago or Cape Town. I hope you will enjoy exploring those great coffee shops, and \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m remember that it is my subjective opinion, your taste can be different than mine.\", \"Engage with your morning \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m coffee in a completely new way, taste coffee like never before, and learn more about the flavor, acidity, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m texture, and aftertaste of coffee.\", \"Everyone should believe that he or she can be an inspiration for others, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m and make the world a better place.\" – Damian \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m --- SOURCE 3: Graffeo Coffee --- \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m URL: https://graffeo.com/?srsltid=AfmBOooR5Iosoe2hzeyTsbbZUiyGumR1Ei7BZMCSXI4gU-BV_xvwylFj \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m --- SOURCE 3: Cafe X | San Francisco International Airport --- \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m URL: https://www.flysfo.com/passengers/shop-dine-relax/cafe-x-0 \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m SUMMARY: \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Graffeo Coffee is a family-run artisan coffee roaster based in North Beach, operating since 1935 and committed \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m to producing what they consider the world's finest coffee. Their product lineup includes signature blends such \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m as Dark Roast, Light Roast, and Swiss Water Decaf — chemical-free decaffeinated coffee that maintains rich \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m flavor. The Dark Roast is smooth, rich, and full-bodied, offered at fine hotels and restaurants, while the \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Light Roast is a well-balanced coffee ideal for pour-over brewing. Their Gift Box offers a sampler of these \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffees with a brewing guide by coffee expert Wolfgang Klinker. The company prides itself on limited blends to \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m preserve quality and tradition, managed by Luciano Repetto, who continues roasting from the original North \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Beach storefront inherited from his father. Wholesale partnerships are available via direct contact. Graffeo \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Coffee emphasizes both the art and science of roasting beans, maintaining a legacy passed through generations. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m The webpage provides information about Cafe X, a location within San Francisco International Airport (SFO). It \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m includes visual representations such as images of the Cafe X interior and exterior, as well as a location map \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m pinpointing Cafe X at Gate B2 in SFO. The page encourages visitors to stay updated on new routes, improvement \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m projects, museum exhibitions, and more at the airport. The content is current as of 2025 and is presented by \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m San Francisco International Airport. \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m “To me Graffeo Coffee is rich, full and never bitter.”, \"Our signature Graffeo roast. Smooth, rich and \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m full-bodied. Served at some of the world’s finest hotels and restaurants.\", \"Chemical free, Swiss water process \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m preserves the flavor of the beans when roasting that impresses even ardent 'death before decaf' purists.\", \"A \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m sample of our fresh roasted whole bean Dark, Light, and Decaf in an elegant gift-worthy package. Includes \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m coffee master Wolfgang Klinker’s brewing guide for a perfect cup.\", \"Luciano Repetto has been steadfastly \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m roasting coffee from the same North Beach storefront that he took over from his father decades ago.\" \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Cafe X, located at Gate B2 in San Francisco International Airport, offers travelers a unique experience., Stay \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m up to date on new routes, improvement projects, museum exhibitions and much more!, © 2025 San Francisco \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m International Airport \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
"\u001b[33m│\u001b[0m -------------------------------------------------------------------------------- \u001b[33m│\u001b[0m\n",
@@ -2001,50 +1397,46 @@
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
"│ │\n",
+ "│ │\n",
"│ 🔧 Tool Call: think_tool │\n",
"│ Args: { │\n",
- "│ \"reflection\": \"Excellent! Now I have comprehensive information about the top coffee shops in San Francisco. │\n",
- "│ Let me analyze what I've gathered:\\n\\n**Quality Assessment Summary:**\\n\\n**1. Graffeo Coffee Roasting │\n",
- "│ Company**\\n- Highest Yelp rating: 4.7/5 stars (196 reviews)\\n- Family-run since 1935 - indicates consistent │\n",
- "│ quality over time\\n- \\\"To me Graffeo Coffee is rich, full and never bitter\\\"\\n- Served at \\\"some of the world's │\n",
- "│ finest hotels and restaurants\\\"\\n- Traditional artisan roasting approach\\n- Swiss water decaf process │\n",
- "│ (chemical-free)\\n\\n**2. Saint Frank Coffee**\\n- Strong ratings: 4.3 Yelp (996 reviews), 4.4 TripAdvisor\\n- │\n",
- "│ \\\"Relational Sourcing\\\" practices\\n- Multiple locations indicate success\\n- Specialty drinks and innovative │\n",
- "│ offerings\\n\\n**3. Andytown Coffee Roasters**\\n- 4.5 stars with 1.1k reviews\\n- Certified California Green │\n",
- "│ Business\\n- \\\"Meticulous sourcing, small-batch roasting, skilled baristas\\\"\\n- Single-origin coffees and │\n",
- "│ specialized blends\\n- Sustainable and ethical sourcing practices\\n- West side favorite with Guatemalan │\n",
- "│ espresso\\n\\n**4. Sextant Coffee Roasters**\\n- Direct trade with Ethiopian, Kenyan, and Colombian growers\\n- │\n",
- "│ \\\"High-end but affordable beans\\\"\\n- Strong sourcing relationships\\n\\n**5. Paper Son**\\n- Described as │\n",
- "│ \\\"crowning achievement\\\" \\n- \\\"Top-tier espresso and pour-over skills\\\"\\n- Innovative Asian American-influenced │\n",
- "│ drinks\\n\\nI now have enough information to provide a comprehensive, well-supported ranking based on coffee │\n",
- "│ quality indicators including ratings, sourcing practices, expert recognition, and customer feedback.\" │\n",
+ "│ \"reflection\": \"This targeted search did not uncover clear direct evidence (from 2025) of San Francisco coffee │\n",
+ "│ shops with formal Specialty Coffee Association (SCA) or Coffee Review certification scores/rankings. The │\n",
+ "│ available results reiterated user/enthusiast-based expert review (Damian's site) and Yelp customer feedback, │\n",
+ "│ but did not yield SCA/industry-level awards or Coffee Review scores posted for city cafes. Other mentions (such │\n",
+ "│ as Cafe X in the airport) are not related to specialty certifications either.\\n\\nGiven the existing evidence, │\n",
+ "│ the strongest sources for evaluating coffee quality in San Francisco as of mid-2025 are:\\n- Yelp (customer │\n",
+ "│ consensus)\\n- Coffee enthusiast/expert blogs with tasting notes (e.g., Coffee With Damian)\\n- Specialty-focused │\n",
+ "│ review articles considering drink quality and variety (coffee-rank.com)\\n\\nSince hard SCA/Coffee Review sources │\n",
+ "│ are not uncovered for local shops, the answer should rely on cross-comparison of customer reviews and detailed │\n",
+ "│ enthusiast/expert tastings, while explicitly noting the absence of formal industry accolade info for now. This │\n",
+ "│ produces a comprehensive, evidence-supported list while clarifying methods and sources. No further sources seem │\n",
+ "│ necessary to add materially, so I will proceed to synthesize findings and provide the answer.\" │\n",
"│ } │\n",
- "│ ID: toolu_01EwGbBJXLSqZMgdELhu8F7J │\n",
+ "│ ID: call_jQ5RQ433Xf5rjxRi955qwAgR │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m 🔧 Tool Call: think_tool \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m Args: { \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \"reflection\": \"Excellent! Now I have comprehensive information about the top coffee shops in San Francisco. \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Let me analyze what I've gathered:\\n\\n**Quality Assessment Summary:**\\n\\n**1. Graffeo Coffee Roasting \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Company**\\n- Highest Yelp rating: 4.7/5 stars (196 reviews)\\n- Family-run since 1935 - indicates consistent \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m quality over time\\n- \\\"To me Graffeo Coffee is rich, full and never bitter\\\"\\n- Served at \\\"some of the world's \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m finest hotels and restaurants\\\"\\n- Traditional artisan roasting approach\\n- Swiss water decaf process \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m (chemical-free)\\n\\n**2. Saint Frank Coffee**\\n- Strong ratings: 4.3 Yelp (996 reviews), 4.4 TripAdvisor\\n- \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \\\"Relational Sourcing\\\" practices\\n- Multiple locations indicate success\\n- Specialty drinks and innovative \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m offerings\\n\\n**3. Andytown Coffee Roasters**\\n- 4.5 stars with 1.1k reviews\\n- Certified California Green \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m Business\\n- \\\"Meticulous sourcing, small-batch roasting, skilled baristas\\\"\\n- Single-origin coffees and \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m specialized blends\\n- Sustainable and ethical sourcing practices\\n- West side favorite with Guatemalan \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m espresso\\n\\n**4. Sextant Coffee Roasters**\\n- Direct trade with Ethiopian, Kenyan, and Colombian growers\\n- \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \\\"High-end but affordable beans\\\"\\n- Strong sourcing relationships\\n\\n**5. Paper Son**\\n- Described as \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \\\"crowning achievement\\\" \\n- \\\"Top-tier espresso and pour-over skills\\\"\\n- Innovative Asian American-influenced \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m drinks\\n\\nI now have enough information to provide a comprehensive, well-supported ranking based on coffee \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m quality indicators including ratings, sourcing practices, expert recognition, and customer feedback.\" \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m \"reflection\": \"This targeted search did not uncover clear direct evidence (from 2025) of San Francisco coffee \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m shops with formal Specialty Coffee Association (SCA) or Coffee Review certification scores/rankings. The \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m available results reiterated user/enthusiast-based expert review (Damian's site) and Yelp customer feedback, \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m but did not yield SCA/industry-level awards or Coffee Review scores posted for city cafes. Other mentions (such \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m as Cafe X in the airport) are not related to specialty certifications either.\\n\\nGiven the existing evidence, \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m the strongest sources for evaluating coffee quality in San Francisco as of mid-2025 are:\\n- Yelp (customer \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m consensus)\\n- Coffee enthusiast/expert blogs with tasting notes (e.g., Coffee With Damian)\\n- Specialty-focused \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m review articles considering drink quality and variety (coffee-rank.com)\\n\\nSince hard SCA/Coffee Review sources \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m are not uncovered for local shops, the answer should rely on cross-comparison of customer reviews and detailed \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m enthusiast/expert tastings, while explicitly noting the absence of formal industry accolade info for now. This \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m produces a comprehensive, evidence-supported list while clarifying methods and sources. No further sources seem \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m necessary to add materially, so I will proceed to synthesize findings and provide the answer.\" \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m } \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ID: toolu_01EwGbBJXLSqZMgdELhu8F7J \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m ID: call_jQ5RQ433Xf5rjxRi955qwAgR \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -2055,89 +1447,45 @@
"data": {
"text/html": [
"╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮\n",
- "│ Reflection recorded: Excellent! Now I have comprehensive information about the top coffee shops in San │\n",
- "│ Francisco. Let me analyze what I've gathered: │\n",
- "│ │\n",
- "│ **Quality Assessment Summary:** │\n",
- "│ │\n",
- "│ **1. Graffeo Coffee Roasting Company** │\n",
- "│ - Highest Yelp rating: 4.7/5 stars (196 reviews) │\n",
- "│ - Family-run since 1935 - indicates consistent quality over time │\n",
- "│ - \"To me Graffeo Coffee is rich, full and never bitter\" │\n",
- "│ - Served at \"some of the world's finest hotels and restaurants\" │\n",
- "│ - Traditional artisan roasting approach │\n",
- "│ - Swiss water decaf process (chemical-free) │\n",
- "│ │\n",
- "│ **2. Saint Frank Coffee** │\n",
- "│ - Strong ratings: 4.3 Yelp (996 reviews), 4.4 TripAdvisor │\n",
- "│ - \"Relational Sourcing\" practices │\n",
- "│ - Multiple locations indicate success │\n",
- "│ - Specialty drinks and innovative offerings │\n",
- "│ │\n",
- "│ **3. Andytown Coffee Roasters** │\n",
- "│ - 4.5 stars with 1.1k reviews │\n",
- "│ - Certified California Green Business │\n",
- "│ - \"Meticulous sourcing, small-batch roasting, skilled baristas\" │\n",
- "│ - Single-origin coffees and specialized blends │\n",
- "│ - Sustainable and ethical sourcing practices │\n",
- "│ - West side favorite with Guatemalan espresso │\n",
- "│ │\n",
- "│ **4. Sextant Coffee Roasters** │\n",
- "│ - Direct trade with Ethiopian, Kenyan, and Colombian growers │\n",
- "│ - \"High-end but affordable beans\" │\n",
- "│ - Strong sourcing relationships │\n",
- "│ │\n",
- "│ **5. Paper Son** │\n",
- "│ - Described as \"crowning achievement\" │\n",
- "│ - \"Top-tier espresso and pour-over skills\" │\n",
- "│ - Innovative Asian American-influenced drinks │\n",
- "│ │\n",
- "│ I now have enough information to provide a comprehensive, well-supported ranking based on coffee quality │\n",
- "│ indicators including ratings, sourcing practices, expert recognition, and customer feedback. │\n",
+ "│ Reflection recorded: This targeted search did not uncover clear direct evidence (from 2025) of San Francisco │\n",
+ "│ coffee shops with formal Specialty Coffee Association (SCA) or Coffee Review certification scores/rankings. The │\n",
+ "│ available results reiterated user/enthusiast-based expert review (Damian's site) and Yelp customer feedback, │\n",
+ "│ but did not yield SCA/industry-level awards or Coffee Review scores posted for city cafes. Other mentions (such │\n",
+ "│ as Cafe X in the airport) are not related to specialty certifications either. │\n",
+ "│ │\n",
+ "│ Given the existing evidence, the strongest sources for evaluating coffee quality in San Francisco as of │\n",
+ "│ mid-2025 are: │\n",
+ "│ - Yelp (customer consensus) │\n",
+ "│ - Coffee enthusiast/expert blogs with tasting notes (e.g., Coffee With Damian) │\n",
+ "│ - Specialty-focused review articles considering drink quality and variety (coffee-rank.com) │\n",
+ "│ │\n",
+ "│ Since hard SCA/Coffee Review sources are not uncovered for local shops, the answer should rely on │\n",
+ "│ cross-comparison of customer reviews and detailed enthusiast/expert tastings, while explicitly noting the │\n",
+ "│ absence of formal industry accolade info for now. This produces a comprehensive, evidence-supported list while │\n",
+ "│ clarifying methods and sources. No further sources seem necessary to add materially, so I will proceed to │\n",
+ "│ synthesize findings and provide the answer. │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
- "\u001b[33m│\u001b[0m Reflection recorded: Excellent! Now I have comprehensive information about the top coffee shops in San \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m Francisco. Let me analyze what I've gathered: \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **Quality Assessment Summary:** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **1. Graffeo Coffee Roasting Company** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Highest Yelp rating: 4.7/5 stars (196 reviews) \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Family-run since 1935 - indicates consistent quality over time \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - \"To me Graffeo Coffee is rich, full and never bitter\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Served at \"some of the world's finest hotels and restaurants\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Traditional artisan roasting approach \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Swiss water decaf process (chemical-free) \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **2. Saint Frank Coffee** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Strong ratings: 4.3 Yelp (996 reviews), 4.4 TripAdvisor \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - \"Relational Sourcing\" practices \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Multiple locations indicate success \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Specialty drinks and innovative offerings \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **3. Andytown Coffee Roasters** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - 4.5 stars with 1.1k reviews \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Certified California Green Business \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - \"Meticulous sourcing, small-batch roasting, skilled baristas\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Single-origin coffees and specialized blends \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Sustainable and ethical sourcing practices \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - West side favorite with Guatemalan espresso \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **4. Sextant Coffee Roasters** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Direct trade with Ethiopian, Kenyan, and Colombian growers \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - \"High-end but affordable beans\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Strong sourcing relationships \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m **5. Paper Son** \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Described as \"crowning achievement\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - \"Top-tier espresso and pour-over skills\" \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m - Innovative Asian American-influenced drinks \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m I now have enough information to provide a comprehensive, well-supported ranking based on coffee quality \u001b[33m│\u001b[0m\n",
- "\u001b[33m│\u001b[0m indicators including ratings, sourcing practices, expert recognition, and customer feedback. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Reflection recorded: This targeted search did not uncover clear direct evidence (from 2025) of San Francisco \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m coffee shops with formal Specialty Coffee Association (SCA) or Coffee Review certification scores/rankings. The \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m available results reiterated user/enthusiast-based expert review (Damian's site) and Yelp customer feedback, \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m but did not yield SCA/industry-level awards or Coffee Review scores posted for city cafes. Other mentions (such \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m as Cafe X in the airport) are not related to specialty certifications either. \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Given the existing evidence, the strongest sources for evaluating coffee quality in San Francisco as of \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m mid-2025 are: \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m - Yelp (customer consensus) \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m - Coffee enthusiast/expert blogs with tasting notes (e.g., Coffee With Damian) \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m - Specialty-focused review articles considering drink quality and variety (coffee-rank.com) \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m Since hard SCA/Coffee Review sources are not uncovered for local shops, the answer should rely on \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m cross-comparison of customer reviews and detailed enthusiast/expert tastings, while explicitly noting the \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m absence of formal industry accolade info for now. This produces a comprehensive, evidence-supported list while \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m clarifying methods and sources. No further sources seem necessary to add materially, so I will proceed to \u001b[33m│\u001b[0m\n",
+ "\u001b[33m│\u001b[0m synthesize findings and provide the answer. \u001b[33m│\u001b[0m\n",
"\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -2148,149 +1496,175 @@
"data": {
"text/html": [
"╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮\n",
- "│ Based on my research focusing specifically on coffee quality in San Francisco, I've identified and evaluated │\n",
- "│ the top coffee shops using multiple quality indicators including customer ratings, expert recognition, sourcing │\n",
- "│ practices, and roasting methods. Here's my analysis: │\n",
+ "│ Based on the latest available data as of July 2025, the following is a well-supported analysis and ranking of │\n",
+ "│ the top coffee shops in San Francisco, prioritizing coffee quality as assessed through a synthesis of customer │\n",
+ "│ reviews, expert/enthusiast opinions, and specialty coffee reputation. No formal Specialty Coffee Association or │\n",
+ "│ Coffee Review certification data was available for San Francisco cafes as of this period, so this evaluation │\n",
+ "│ relies on primary sources including detailed enthusiast reviews, aggregated customer ratings (Yelp), and │\n",
+ "│ specialty-focused coffee blogs. │\n",
"│ │\n",
- "│ ## Top San Francisco Coffee Shops Ranked by Coffee Quality │\n",
+ "│ --- │\n",
+ "│ Top San Francisco Coffee Shops for Coffee Quality (2025) │\n",
"│ │\n",
- "│ ### **1. Graffeo Coffee Roasting Company** │\n",
- "│ **Quality Score: Highest** │\n",
- "│ - **Rating**: 4.7/5 stars (196 Yelp reviews) - highest rating found │\n",
- "│ - **Heritage**: Family-run artisan roaster since 1935, indicating consistent quality over 90 years │\n",
- "│ - **Industry Recognition**: Coffee served at \"some of the world's finest hotels and restaurants\" │\n",
- "│ - **Quality Characteristics**: Described as \"rich, full and never bitter\" │\n",
- "│ - **Processing**: Swiss water decaf process (chemical-free) showing attention to quality methods │\n",
- "│ - **Expertise**: Traditional roasting approach with generational knowledge passed down │\n",
+ "│ 1. **Saint Frank Coffee** │\n",
+ "│ - Address: 2340 Polk St, Russian Hill │\n",
+ "│ - Sources: Top-ranked in expert/enthusiast review (Coffee With Damian), very positively rated by customers. │\n",
+ "│ - Highlights: Widely praised for friendly, knowledgeable staff and consistently excellent coffee (espresso, │\n",
+ "│ cappuccino scored 8.5/10 in expert review). Emphasis on nuanced flavor, texture, and aftertaste—suggesting high │\n",
+ "│ bean quality and skilled baristas. │\n",
+ "│ - Notes: Ranked 8.0/10 overall by coffee blogger Damian; regarded as a must-visit for coffee purists. │\n",
+ "│ - More info: https://coffeewithdamian.com/blog/best-coffee-shops-in-san-francisco/ │\n",
"│ │\n",
- "│ ### **2. Andytown Coffee Roasters** │\n",
- "│ **Quality Score: Very High** │\n",
- "│ - **Rating**: 4.5/5 stars (1,100+ Yelp reviews) │\n",
- "│ - **Quality Practices**: \"Meticulous sourcing, small-batch roasting, skilled baristas\" │\n",
- "│ - **Certifications**: California Green Business certification indicating sustainable practices │\n",
- "│ - **Sourcing**: Single-origin coffees and specialized blends with ethical sourcing │\n",
- "│ - **Specialty**: Known for Guatemalan espresso and seasonal affogatos │\n",
- "│ - **Reputation**: Consistently mentioned as \"West side favorite\" │\n",
+ "│ 2. **Sightglass Coffee** │\n",
+ "│ - Multiple locations (notably 270 7th St, SOMA) │\n",
+ "│ - Sources: Featured in 2025 coffee shop guides (coffee-rank.com), frequent high Yelp ratings. │\n",
+ "│ - Highlights: Renowned for sourcing high-quality single-origin beans, offering a range of professional │\n",
+ "│ brewing methods (French press, AeroPress, Chemex, v60), and a café setting that draws serious coffee │\n",
+ "│ enthusiasts. Regularly singled out for the clarity and balance of their coffee. │\n",
+ "│ - Notes: Emphasis on direct-trade and in-house roasting adds credibility for specialty coffee seekers. │\n",
+ "│ - More info: https://coffee-rank.com/best-coffee-shops-in-san-francisco/ │\n",
"│ │\n",
- "│ ### **3. Saint Frank Coffee** │\n",
- "│ **Quality Score: Very High** │\n",
- "│ - **Ratings**: 4.3/5 Yelp (996 reviews), 4.4/5 TripAdvisor (ranked #649 of 3,345 SF restaurants) │\n",
- "│ - **Industry Standing**: Described as \"to San Francisco coffee as Dungeness crab is to San Francisco │\n",
- "│ restaurants\" │\n",
- "│ - **Sourcing**: \"Relational Sourcing\" practices indicating direct relationships with growers │\n",
- "│ - **Growth**: Multiple locations and wholesale program suggest market validation of quality │\n",
- "│ - **Innovation**: Known for Bolivian coffees and creative specialty drinks │\n",
+ "│ 3. **Ritual Coffee Roasters** │\n",
+ "│ - Multiple San Francisco locations │\n",
+ "│ - Sources: Frequently ranked for quality among specialty guides and customer reviews. │\n",
+ "│ - Highlights: Offers a dynamic menu with single-origin espresso and manual pour-overs, roasted on-site for │\n",
+ "│ peak freshness. Known for specialty drinks such as the “Cherry Bomb” cold brew. │\n",
+ "│ - Notes: Ritual has a longstanding specialty coffee pedigree in the city. │\n",
+ "│ - More info: https://coffee-rank.com/best-coffee-shops-in-san-francisco/ │\n",
"│ │\n",
- "│ ### **4. Sextant Coffee Roasters** │\n",
- "│ **Quality Score: High** │\n",
- "│ - **Sourcing Excellence**: Founder works directly with Ethiopian, Kenyan, and Colombian growers │\n",
- "│ - **Value Proposition**: \"High-end but affordable beans\" - suggests quality without premium pricing │\n",
- "│ - **Direct Trade**: Strong relationships with coffee producers ensuring quality control │\n",
- "│ - **Expert Recognition**: Mentioned consistently in quality-focused coffee discussions │\n",
+ "│ 4. **The Coffee Movement** │\n",
+ "│ - Address: 1030 Washington St, Nob Hill │\n",
+ "│ - Sources: High aggregate Yelp rating (4.7 from 698 reviews in August 2025). │\n",
+ "│ - Highlights: Specialty focus on third-wave coffee and rotating single-origin selections; careful attention │\n",
+ "│ to preparation methods noted by reviewers. │\n",
+ "│ - Notes: Gains a following for expert-level baristas and innovative coffee experiences. │\n",
+ "│ - More info: https://m.yelp.com/search?find_desc=best+coffee&find_loc=San+Francisco%2C+CA │\n",
"│ │\n",
- "│ ### **5. Paper Son** │\n",
- "│ **Quality Score: High** │\n",
- "│ - **Expert Assessment**: Described as \"crowning achievement in the city's vast coffee game\" │\n",
- "│ - **Technical Skills**: \"Top-tier espresso and pour-over skills\" │\n",
- "│ - **Innovation**: Merges Asian American heritage with coffee expertise │\n",
- "│ - **Specialties**: Known for espresso passionfruit tonic and innovative preparations │\n",
+ "│ 5. **Mazarine Coffee** │\n",
+ "│ - Address: 720 Market St, Union Square │\n",
+ "│ - Sources: Featured in 2025 guides; praised for beverage quality and barista expertise. │\n",
+ "│ - Highlights: Specialty drinks (e.g., sparkling hibiscus, unique “raf” coffees), and a focus on both flavor │\n",
+ "│ and consistency. │\n",
+ "│ - Notes: A preferred stop for knowledgeable locals and visitors alike. │\n",
"│ │\n",
- "│ ### **6. Outset Coffee** │\n",
- "│ **Quality Score: High** │\n",
- "│ - **Innovation**: Pioneers in fruit-infused coffee drinks │\n",
- "│ - **Bean Quality**: Uses Ethiopian coffee in creative preparations │\n",
- "│ - **Expertise**: Complex preparations like Americano with orange juice, jasmine tea, and orange syrup │\n",
- "│ - **Recognition**: Consistently mentioned for taking coffee \"to the next level\" │\n",
+ "│ Other Notable Mentions: │\n",
+ "│ - **Home Coffee Roasters:** Known for unique flavors and internal roasting expertise (multiple locations). │\n",
+ "│ - **Jane:** Roasts and brews in-house, specialty pastries alongside excellent coffee. │\n",
+ "│ - **Coffee Bar:** Standout for Vietnamese cold brew and artisan espresso. │\n",
"│ │\n",
- "│ ## Key Quality Indicators Found: │\n",
+ "│ --- │\n",
+ "│ Assessment Methods & Source Summary │\n",
"│ │\n",
- "│ **Customer Ratings**: Graffeo leads with 4.7/5, followed by Andytown (4.5/5) and Saint Frank (4.3-4.4/5) │\n",
+ "│ - **Customer Aggregation:** Yelp (https://m.yelp.com/search?find_desc=best+coffee&find_loc=San+Francisco%2C+CA) │\n",
+ "│ provides recent, crowdsourced feedback highlighting consistency and satisfaction in coffee quality as of August │\n",
+ "│ 2025. │\n",
+ "│ - **Expert and Enthusiast Review:** In-depth flavor and preparation insights from coffee-dedicated blogs such │\n",
+ "│ as Coffee With Damian and curated ranking articles (coffee-rank.com). │\n",
+ "│ - **Specialty Focus:** Shops referenced often feature single-origin sourcing, in-house roasting, skilled │\n",
+ "│ baristas, and advanced coffee preparation techniques—hallmarks of high coffee quality. │\n",
"│ │\n",
- "│ **Sourcing Practices**: Multiple shops emphasize direct trade, ethical sourcing, and relationship-based │\n",
- "│ purchasing │\n",
+ "│ --- │\n",
+ "│ Limitations │\n",
"│ │\n",
- "│ **Industry Recognition**: Several shops serve premium hotels/restaurants or receive expert acclaim │\n",
+ "│ - No SCA or Coffee Review formal scoring for local shops found for 2025; therefore, the rankings reflect the │\n",
+ "│ strongest available combination of consumer evidence and detailed expert tastings. │\n",
+ "│ - Rankings may vary with individual palates and personal preferences. │\n",
"│ │\n",
- "│ **Traditional vs. Innovation**: Mix of heritage roasters (Graffeo since 1935) and innovative newcomers │\n",
+ "│ --- │\n",
+ "│ Conclusion │\n",
"│ │\n",
- "│ **Technical Expertise**: Emphasis on skilled baristas, precise roasting, and specialized brewing methods │\n",
- "│ │\n",
- "│ This ranking prioritizes coffee quality metrics including taste consistency, sourcing practices, roasting │\n",
- "│ expertise, and customer satisfaction specifically related to coffee rather than ambiance or service factors. │\n",
+ "│ The top coffee shops in San Francisco for coffee quality in 2025 are led by Saint Frank Coffee, Sightglass │\n",
+ "│ Coffee, Ritual Coffee Roasters, and The Coffee Movement. This list is supported by both customer consensus and │\n",
+ "│ specialist evaluation, capturing the highest available measures of coffee quality in the city as of the latest │\n",
+ "│ data. For further verification, readers may consult the linked primary sources or visit each café for a direct │\n",
+ "│ tasting experience. │\n",
"╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
"\n"
],
"text/plain": [
"\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
- "\u001b[37m│\u001b[0m Based on my research focusing specifically on coffee quality in San Francisco, I've identified and evaluated \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m the top coffee shops using multiple quality indicators including customer ratings, expert recognition, sourcing \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m practices, and roasting methods. Here's my analysis: \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ## Top San Francisco Coffee Shops Ranked by Coffee Quality \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Based on the latest available data as of July 2025, the following is a well-supported analysis and ranking of \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m the top coffee shops in San Francisco, prioritizing coffee quality as assessed through a synthesis of customer \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m reviews, expert/enthusiast opinions, and specialty coffee reputation. No formal Specialty Coffee Association or \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Coffee Review certification data was available for San Francisco cafes as of this period, so this evaluation \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m relies on primary sources including detailed enthusiast reviews, aggregated customer ratings (Yelp), and \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m specialty-focused coffee blogs. \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ### **1. Graffeo Coffee Roasting Company** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Quality Score: Highest** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Rating**: 4.7/5 stars (196 Yelp reviews) - highest rating found \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Heritage**: Family-run artisan roaster since 1935, indicating consistent quality over 90 years \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Industry Recognition**: Coffee served at \"some of the world's finest hotels and restaurants\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Quality Characteristics**: Described as \"rich, full and never bitter\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Processing**: Swiss water decaf process (chemical-free) showing attention to quality methods \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Expertise**: Traditional roasting approach with generational knowledge passed down \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m --- \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Top San Francisco Coffee Shops for Coffee Quality (2025) \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ### **2. Andytown Coffee Roasters** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Quality Score: Very High** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Rating**: 4.5/5 stars (1,100+ Yelp reviews) \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Quality Practices**: \"Meticulous sourcing, small-batch roasting, skilled baristas\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Certifications**: California Green Business certification indicating sustainable practices \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Sourcing**: Single-origin coffees and specialized blends with ethical sourcing \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Specialty**: Known for Guatemalan espresso and seasonal affogatos \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Reputation**: Consistently mentioned as \"West side favorite\" \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m 1. **Saint Frank Coffee** \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Address: 2340 Polk St, Russian Hill \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Sources: Top-ranked in expert/enthusiast review (Coffee With Damian), very positively rated by customers. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Highlights: Widely praised for friendly, knowledgeable staff and consistently excellent coffee (espresso, \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m cappuccino scored 8.5/10 in expert review). Emphasis on nuanced flavor, texture, and aftertaste—suggesting high \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m bean quality and skilled baristas. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Notes: Ranked 8.0/10 overall by coffee blogger Damian; regarded as a must-visit for coffee purists. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - More info: https://coffeewithdamian.com/blog/best-coffee-shops-in-san-francisco/ \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ### **3. Saint Frank Coffee** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Quality Score: Very High** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Ratings**: 4.3/5 Yelp (996 reviews), 4.4/5 TripAdvisor (ranked #649 of 3,345 SF restaurants) \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Industry Standing**: Described as \"to San Francisco coffee as Dungeness crab is to San Francisco \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m restaurants\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Sourcing**: \"Relational Sourcing\" practices indicating direct relationships with growers \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Growth**: Multiple locations and wholesale program suggest market validation of quality \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Innovation**: Known for Bolivian coffees and creative specialty drinks \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m 2. **Sightglass Coffee** \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Multiple locations (notably 270 7th St, SOMA) \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Sources: Featured in 2025 coffee shop guides (coffee-rank.com), frequent high Yelp ratings. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Highlights: Renowned for sourcing high-quality single-origin beans, offering a range of professional \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m brewing methods (French press, AeroPress, Chemex, v60), and a café setting that draws serious coffee \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m enthusiasts. Regularly singled out for the clarity and balance of their coffee. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Notes: Emphasis on direct-trade and in-house roasting adds credibility for specialty coffee seekers. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - More info: https://coffee-rank.com/best-coffee-shops-in-san-francisco/ \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ### **4. Sextant Coffee Roasters** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Quality Score: High** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Sourcing Excellence**: Founder works directly with Ethiopian, Kenyan, and Colombian growers \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Value Proposition**: \"High-end but affordable beans\" - suggests quality without premium pricing \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Direct Trade**: Strong relationships with coffee producers ensuring quality control \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Expert Recognition**: Mentioned consistently in quality-focused coffee discussions \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m 3. **Ritual Coffee Roasters** \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Multiple San Francisco locations \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Sources: Frequently ranked for quality among specialty guides and customer reviews. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Highlights: Offers a dynamic menu with single-origin espresso and manual pour-overs, roasted on-site for \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m peak freshness. Known for specialty drinks such as the “Cherry Bomb” cold brew. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Notes: Ritual has a longstanding specialty coffee pedigree in the city. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - More info: https://coffee-rank.com/best-coffee-shops-in-san-francisco/ \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ### **5. Paper Son** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Quality Score: High** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Expert Assessment**: Described as \"crowning achievement in the city's vast coffee game\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Technical Skills**: \"Top-tier espresso and pour-over skills\" \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Innovation**: Merges Asian American heritage with coffee expertise \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Specialties**: Known for espresso passionfruit tonic and innovative preparations \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m 4. **The Coffee Movement** \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Address: 1030 Washington St, Nob Hill \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Sources: High aggregate Yelp rating (4.7 from 698 reviews in August 2025). \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Highlights: Specialty focus on third-wave coffee and rotating single-origin selections; careful attention \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m to preparation methods noted by reviewers. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Notes: Gains a following for expert-level baristas and innovative coffee experiences. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - More info: https://m.yelp.com/search?find_desc=best+coffee&find_loc=San+Francisco%2C+CA \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ### **6. Outset Coffee** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Quality Score: High** \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Innovation**: Pioneers in fruit-infused coffee drinks \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Bean Quality**: Uses Ethiopian coffee in creative preparations \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Expertise**: Complex preparations like Americano with orange juice, jasmine tea, and orange syrup \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m - **Recognition**: Consistently mentioned for taking coffee \"to the next level\" \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m 5. **Mazarine Coffee** \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Address: 720 Market St, Union Square \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Sources: Featured in 2025 guides; praised for beverage quality and barista expertise. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Highlights: Specialty drinks (e.g., sparkling hibiscus, unique “raf” coffees), and a focus on both flavor \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m and consistency. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Notes: A preferred stop for knowledgeable locals and visitors alike. \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m ## Key Quality Indicators Found: \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Other Notable Mentions: \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - **Home Coffee Roasters:** Known for unique flavors and internal roasting expertise (multiple locations). \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - **Jane:** Roasts and brews in-house, specialty pastries alongside excellent coffee. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - **Coffee Bar:** Standout for Vietnamese cold brew and artisan espresso. \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Customer Ratings**: Graffeo leads with 4.7/5, followed by Andytown (4.5/5) and Saint Frank (4.3-4.4/5) \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m --- \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Assessment Methods & Source Summary \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Sourcing Practices**: Multiple shops emphasize direct trade, ethical sourcing, and relationship-based \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m purchasing \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - **Customer Aggregation:** Yelp (https://m.yelp.com/search?find_desc=best+coffee&find_loc=San+Francisco%2C+CA) \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m provides recent, crowdsourced feedback highlighting consistency and satisfaction in coffee quality as of August \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m 2025. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - **Expert and Enthusiast Review:** In-depth flavor and preparation insights from coffee-dedicated blogs such \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m as Coffee With Damian and curated ranking articles (coffee-rank.com). \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - **Specialty Focus:** Shops referenced often feature single-origin sourcing, in-house roasting, skilled \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m baristas, and advanced coffee preparation techniques—hallmarks of high coffee quality. \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Industry Recognition**: Several shops serve premium hotels/restaurants or receive expert acclaim \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m --- \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Limitations \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Traditional vs. Innovation**: Mix of heritage roasters (Graffeo since 1935) and innovative newcomers \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - No SCA or Coffee Review formal scoring for local shops found for 2025; therefore, the rankings reflect the \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m strongest available combination of consumer evidence and detailed expert tastings. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m - Rankings may vary with individual palates and personal preferences. \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m **Technical Expertise**: Emphasis on skilled baristas, precise roasting, and specialized brewing methods \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m --- \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Conclusion \u001b[37m│\u001b[0m\n",
"\u001b[37m│\u001b[0m \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m This ranking prioritizes coffee quality metrics including taste consistency, sourcing practices, roasting \u001b[37m│\u001b[0m\n",
- "\u001b[37m│\u001b[0m expertise, and customer satisfaction specifically related to coffee rather than ambiance or service factors. \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m The top coffee shops in San Francisco for coffee quality in 2025 are led by Saint Frank Coffee, Sightglass \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m Coffee, Ritual Coffee Roasters, and The Coffee Movement. This list is supported by both customer consensus and \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m specialist evaluation, capturing the highest available measures of coffee quality in the city as of the latest \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m data. For further verification, readers may consult the linked primary sources or visit each café for a direct \u001b[37m│\u001b[0m\n",
+ "\u001b[37m│\u001b[0m tasting experience. \u001b[37m│\u001b[0m\n",
"\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
]
},
@@ -3028,7 +2402,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.13.1"
+ "version": "3.12.6"
}
},
"nbformat": 4,
diff --git a/src/deep_research_from_scratch/research_agent.py b/src/deep_research_from_scratch/research_agent.py
index 09885036..842ad900 100644
--- a/src/deep_research_from_scratch/research_agent.py
+++ b/src/deep_research_from_scratch/research_agent.py
@@ -23,7 +23,7 @@
tools_by_name = {tool.name: tool for tool in tools}
# Initialize models
-model = init_chat_model(model="anthropic:claude-sonnet-4-20250514")
+model = init_chat_model(model="openai:gpt-4.1")
model_with_tools = model.bind_tools(tools)
summarization_model = init_chat_model(model="openai:gpt-4.1-mini")
compress_model = init_chat_model(model="openai:gpt-4.1", max_tokens=32000) # model="anthropic:claude-sonnet-4-20250514", max_tokens=64000
diff --git a/src/deep_research_from_scratch/research_agent_scope.py b/src/deep_research_from_scratch/research_agent_scope.py
index 1e86bb8a..9a0ab2a7 100644
--- a/src/deep_research_from_scratch/research_agent_scope.py
+++ b/src/deep_research_from_scratch/research_agent_scope.py
@@ -16,15 +16,18 @@
from langchain_core.messages import HumanMessage, AIMessage, get_buffer_string
from langgraph.graph import StateGraph, START, END
from langgraph.types import Command
+import platform
from deep_research_from_scratch.prompts import clarify_with_user_instructions, transform_messages_into_research_topic_prompt
from deep_research_from_scratch.state_scope import AgentState, ClarifyWithUser, ResearchQuestion, AgentInputState
# ===== UTILITY FUNCTIONS =====
+
def get_today_str() -> str:
- """Get current date in a human-readable format."""
- return datetime.now().strftime("%a %b %-d, %Y")
+ day_format = "%-d" if platform.system() != "Windows" else "%#d"
+ return datetime.now().strftime(f"%a %b {day_format}, %Y")
+
# ===== CONFIGURATION =====
diff --git a/src/deep_research_from_scratch/utils.py b/src/deep_research_from_scratch/utils.py
index ad0bfa82..c32c5fb9 100644
--- a/src/deep_research_from_scratch/utils.py
+++ b/src/deep_research_from_scratch/utils.py
@@ -17,12 +17,14 @@
from deep_research_from_scratch.state_research import Summary
from deep_research_from_scratch.prompts import summarize_webpage_prompt
+import platform
# ===== UTILITY FUNCTIONS =====
def get_today_str() -> str:
"""Get current date in a human-readable format."""
- return datetime.now().strftime("%a %b %-d, %Y")
+ day_format = "%-d" if platform.system() != "Windows" else "%#d"
+ return datetime.now().strftime(f"%a %b {day_format}, %Y")
def get_current_dir() -> Path:
"""Get the current directory of the module.