🚀 Just completed my #DataTalksClub LLM Zoomcamp project: DocuMind - an end-to-end RAG system for technical documents!
Built with Google Gemini, LangChain, ChromaDB & Streamlit.
Let me share what I learned... 🧵
#LLMZOOMCAMP #BuildInPublic #AI
Built with Google Gemini, LangChain, ChromaDB & Streamlit.
Let me share what I learned... 🧵
#LLMZOOMCAMP #BuildInPublic #AI
October 20, 2025 at 6:34 AM
🚀 Just completed my #DataTalksClub LLM Zoomcamp project: DocuMind - an end-to-end RAG system for technical documents!
Built with Google Gemini, LangChain, ChromaDB & Streamlit.
Let me share what I learned... 🧵
#LLMZOOMCAMP #BuildInPublic #AI
Built with Google Gemini, LangChain, ChromaDB & Streamlit.
Let me share what I learned... 🧵
#LLMZOOMCAMP #BuildInPublic #AI
ChromaDBはやっぱりパフォーマンスに懸念があるか
そもそも最初から1000万件のデータを入れるサービスってなんやねん
そもそも最初から1000万件のデータを入れるサービスってなんやねん
June 15, 2025 at 10:55 PM
ChromaDBはやっぱりパフォーマンスに懸念があるか
そもそも最初から1000万件のデータを入れるサービスってなんやねん
そもそも最初から1000万件のデータを入れるサービスってなんやねん
Building a custom chatbot can be tricky, especially if you want to keep the info private. Here, Elabonga teaches you how to make a local RAG app using Ollama & ChromaDB in R. You'll have a Shiny interface for your bot that fetches info while staying private.
www.freecodecamp.org/news/build-a...
www.freecodecamp.org/news/build-a...
October 15, 2025 at 4:01 AM
Building a custom chatbot can be tricky, especially if you want to keep the info private. Here, Elabonga teaches you how to make a local RAG app using Ollama & ChromaDB in R. You'll have a Shiny interface for your bot that fetches info while staying private.
www.freecodecamp.org/news/build-a...
www.freecodecamp.org/news/build-a...
Forget stateless chatbots. This tutorial shows how to build an AI agent that remembers what you’ve told it — even after you close the tab. Mauro Di Pietro combines Ollama and ChromaDB for a fully local, multi-session memory setup with no API fees.
AI Agent with Multi-Session Memory | Towards Data Science
Build from scratch using only Python & Ollama (no GPU, no APIKEY)
towardsdatascience.com
June 26, 2025 at 7:17 PM
Forget stateless chatbots. This tutorial shows how to build an AI agent that remembers what you’ve told it — even after you close the tab. Mauro Di Pietro combines Ollama and ChromaDB for a fully local, multi-session memory setup with no API fees.
しかし、all-MiniLM-L6-v2というembeddingモデルがもともとchromaDBで使えるようになっていて、それ以外にもOpenAI等の外部のモデルも呼び出して使えるということではないだろうか。ちょっと信用できない。
ふと疑問に思ってChromaDBにも独自の埋め込みモデルがあると思うけれどもollama側のモデルを使う利点は何かとChatGPTに訊いたら、Chroma内蔵の埋め込み機能は多くの場合外部サービス呼び出し（OpenAIなど）だから、今回のような10万件を超す埋め込みを一気にやったら料金が爆発するけどOllamaなら無料なんだよと教えてくれた。そういえば、Gemini CLIもOllamaを使えばlocalで完結することを強調していたがそういうことだったのか。
August 31, 2025 at 10:44 PM
しかし、all-MiniLM-L6-v2というembeddingモデルがもともとchromaDBで使えるようになっていて、それ以外にもOpenAI等の外部のモデルも呼び出して使えるということではないだろうか。ちょっと信用できない。
ID: CVE-2024-45848
CVSS V3.1: HIGH
An arbitrary code execution vulnerability exists in versions 23.12.4.0 up to 24.7.4.1 of the MindsDB platform, when the ChromaDB integration is installed on the server. If a specially crafted ‘INSERT’ query containing Python code...
#security #infosec #cve-alert
CVSS V3.1: HIGH
An arbitrary code execution vulnerability exists in versions 23.12.4.0 up to 24.7.4.1 of the MindsDB platform, when the ChromaDB integration is installed on the server. If a specially crafted ‘INSERT’ query containing Python code...
#security #infosec #cve-alert
nvd.nist.gov
September 12, 2024 at 1:16 PM
ID: CVE-2024-45848
CVSS V3.1: HIGH
An arbitrary code execution vulnerability exists in versions 23.12.4.0 up to 24.7.4.1 of the MindsDB platform, when the ChromaDB integration is installed on the server. If a specially crafted ‘INSERT’ query containing Python code...
#security #infosec #cve-alert
CVSS V3.1: HIGH
An arbitrary code execution vulnerability exists in versions 23.12.4.0 up to 24.7.4.1 of the MindsDB platform, when the ChromaDB integration is installed on the server. If a specially crafted ‘INSERT’ query containing Python code...
#security #infosec #cve-alert
📦 helgesverre/chromadb v2.0.0
PHP Client for the Chromadb Rest API
🔗 https://github.com/HelgeSverre/chromadb
PHP Client for the Chromadb Rest API
🔗 https://github.com/HelgeSverre/chromadb
October 22, 2025 at 8:59 PM
📦 helgesverre/chromadb v2.0.0
PHP Client for the Chromadb Rest API
🔗 https://github.com/HelgeSverre/chromadb
PHP Client for the Chromadb Rest API
🔗 https://github.com/HelgeSverre/chromadb
We use ChromaDB to store embeddings and retrieve user history. That’s how Sasha remembers your preferences and makes suggestions the more you travel. #Personalisation
June 12, 2025 at 11:34 AM
We use ChromaDB to store embeddings and retrieve user history. That’s how Sasha remembers your preferences and makes suggestions the more you travel. #Personalisation
How to resolve the package dependency conflict in python? I am trying to do a LLM project. So cre...
https://stackoverflow.com/questions/79392225/how-to-resolve-the-package-dependency-conflict-in-python
#python #python-3.x #pip #huggingface-transformers #chromadb
Event Attributes
https://stackoverflow.com/questions/79392225/how-to-resolve-the-package-dependency-conflict-in-python
#python #python-3.x #pip #huggingface-transformers #chromadb
Event Attributes
Awakari App
awakari.com
February 2, 2025 at 10:45 AM
How to resolve the package dependency conflict in python? I am trying to do a LLM project. So cre...
https://stackoverflow.com/questions/79392225/how-to-resolve-the-package-dependency-conflict-in-python
#python #python-3.x #pip #huggingface-transformers #chromadb
Event Attributes
https://stackoverflow.com/questions/79392225/how-to-resolve-the-package-dependency-conflict-in-python
#python #python-3.x #pip #huggingface-transformers #chromadb
Event Attributes
自宅NASにAIチャットを組み込む方法やQNAPのNASでChromaDBとFlowiseを動かす方法が紹介されている。また、ChatGPTの新機能や日本語対応のテキスト生成Web UIのリリースも行われている。 (2/2)
October 16, 2023 at 8:03 AM
自宅NASにAIチャットを組み込む方法やQNAPのNASでChromaDBとFlowiseを動かす方法が紹介されている。また、ChatGPTの新機能や日本語対応のテキスト生成Web UIのリリースも行われている。 (2/2)
Step 4: Test your context-aware agents
This is the fun part, use Tensorlake to extract key claims from news articles, then use your @langchain.bsky.social agent to query ChromaDB and determine whether the claims are rooted in fact.
This is the fun part, use Tensorlake to extract key claims from news articles, then use your @langchain.bsky.social agent to query ChromaDB and determine whether the claims are rooted in fact.
August 21, 2025 at 2:59 AM
Step 4: Test your context-aware agents
This is the fun part, use Tensorlake to extract key claims from news articles, then use your @langchain.bsky.social agent to query ChromaDB and determine whether the claims are rooted in fact.
This is the fun part, use Tensorlake to extract key claims from news articles, then use your @langchain.bsky.social agent to query ChromaDB and determine whether the claims are rooted in fact.
ChromaDB has really nailed the DX when it comes to building AI applications. I hope they succeed.
December 1, 2024 at 2:39 AM
ChromaDB has really nailed the DX when it comes to building AI applications. I hope they succeed.
It also will ingest your existing (Obsidian-only right now) knowledgebase and uses ChromaDB to save their titles (soon it'll be full-text), and then search the DB for related notes for each generated evergreen notes and adds backlinks. The code is here:
https://www.erisianrite.com/projects/
https://www.erisianrite.com/projects/
www.erisianrite.com
May 23, 2023 at 2:15 PM
It also will ingest your existing (Obsidian-only right now) knowledgebase and uses ChromaDB to save their titles (soon it'll be full-text), and then search the DB for related notes for each generated evergreen notes and adds backlinks. The code is here:
https://www.erisianrite.com/projects/
https://www.erisianrite.com/projects/
Mistral AI Development: AI with Mistral, LangChain & Ollama Learn AI-powered document search, RAG, FastAPI, ChromaDB, embeddings, vector search, and Streamlit UI (AI) ⏱️ Length: 2.0 total h...
#StudyBullet-22 #coupons #development #Education #Free #Courses […]
[Original post on studybullet.com]
#StudyBullet-22 #coupons #development #Education #Free #Courses […]
[Original post on studybullet.com]
November 8, 2025 at 6:11 AM
Mistral AI Development: AI with Mistral, LangChain & Ollama Learn AI-powered document search, RAG, FastAPI, ChromaDB, embeddings, vector search, and Streamlit UI (AI) ⏱️ Length: 2.0 total h...
#StudyBullet-22 #coupons #development #Education #Free #Courses […]
[Original post on studybullet.com]
#StudyBullet-22 #coupons #development #Education #Free #Courses […]
[Original post on studybullet.com]
ChromaDB+Meilisearch+ollamaでいい感じに作れるんじゃないかとChatGPTは言うのだが、私にはなかなか難しい。
August 29, 2025 at 2:10 PM
ChromaDB+Meilisearch+ollamaでいい感じに作れるんじゃないかとChatGPTは言うのだが、私にはなかなか難しい。
January 11, 2025 at 6:13 AM
Made a fun little AI project for myself, for all the notes I take...
RAG search, and generative AI Q/A for all my notes in Bear!
I learned a lot here. Using Ollama to serve the models, ChromaDB for storing the embeddings for my notes to able to search them. Pretty fun.
RAG search, and generative AI Q/A for all my notes in Bear!
I learned a lot here. Using Ollama to serve the models, ChromaDB for storing the embeddings for my notes to able to search them. Pretty fun.
February 5, 2025 at 5:11 PM
Made a fun little AI project for myself, for all the notes I take...
RAG search, and generative AI Q/A for all my notes in Bear!
I learned a lot here. Using Ollama to serve the models, ChromaDB for storing the embeddings for my notes to able to search them. Pretty fun.
RAG search, and generative AI Q/A for all my notes in Bear!
I learned a lot here. Using Ollama to serve the models, ChromaDB for storing the embeddings for my notes to able to search them. Pretty fun.
По дефолту цього немає в SeaGOAT, але я зробив PR в ChromaDB, який додає підтримку WordLlama, і скоро ви зможете налаштувати собі так само.
https://github.com/chroma-core/chroma/pull/2925
https://github.com/chroma-core/chroma/pull/2925
October 11, 2024 at 2:18 PM
По дефолту цього немає в SeaGOAT, але я зробив PR в ChromaDB, який додає підтримку WordLlama, і скоро ви зможете налаштувати собі так само.
https://github.com/chroma-core/chroma/pull/2925
https://github.com/chroma-core/chroma/pull/2925
PhpMyChroma — удобный веб-клиент для работы с ChromaDB на PHP
https://kripta.biz/posts/84805246-C43B-431A-986E-6F8C742CA68D
https://kripta.biz/posts/84805246-C43B-431A-986E-6F8C742CA68D
October 28, 2025 at 3:32 PM
PhpMyChroma — удобный веб-клиент для работы с ChromaDB на PHP
https://kripta.biz/posts/84805246-C43B-431A-986E-6F8C742CA68D
https://kripta.biz/posts/84805246-C43B-431A-986E-6F8C742CA68D
proposed system integrates three core components LangGraph, GLM4 Flash, and ChromaDB within a four step iterative workflow to deliver robust performance and seamless functionality.
LangGraph serves as a graph-based library [2/8 of https://arxiv.org/abs/2502.18465v1]
LangGraph serves as a graph-based library [2/8 of https://arxiv.org/abs/2502.18465v1]
February 27, 2025 at 5:59 AM
proposed system integrates three core components LangGraph, GLM4 Flash, and ChromaDB within a four step iterative workflow to deliver robust performance and seamless functionality.
LangGraph serves as a graph-based library [2/8 of https://arxiv.org/abs/2502.18465v1]
LangGraph serves as a graph-based library [2/8 of https://arxiv.org/abs/2502.18465v1]
New version of rchroma is now available! The #Rstats pkg wraps the API of ChromaDB, an open-source AI-native database that makes it easy to store, search, and retrieve vector embeddings alongside metadata. Perfect for building RAGs!
It is now much easier to run the container and save db tables.
It is now much easier to run the container and save db tables.
March 28, 2025 at 7:00 PM
New version of rchroma is now available! The #Rstats pkg wraps the API of ChromaDB, an open-source AI-native database that makes it easy to store, search, and retrieve vector embeddings alongside metadata. Perfect for building RAGs!
It is now much easier to run the container and save db tables.
It is now much easier to run the container and save db tables.
V0.4.13 available on MarketPlace :
✅ Windows/Linux UI on-select issues (regression)
✅ Use ChromaDB 0.6.2 instead of latest
✅ Support API Key for custom OpenAI endpoint
✅ (Regression) clean files when new conversation
✅ Keep the newlines of the user prompt
✅ Windows/Linux UI on-select issues (regression)
✅ Use ChromaDB 0.6.2 instead of latest
✅ Support API Key for custom OpenAI endpoint
✅ (Regression) clean files when new conversation
✅ Keep the newlines of the user prompt
January 29, 2025 at 7:04 PM
V0.4.13 available on MarketPlace :
✅ Windows/Linux UI on-select issues (regression)
✅ Use ChromaDB 0.6.2 instead of latest
✅ Support API Key for custom OpenAI endpoint
✅ (Regression) clean files when new conversation
✅ Keep the newlines of the user prompt
✅ Windows/Linux UI on-select issues (regression)
✅ Use ChromaDB 0.6.2 instead of latest
✅ Support API Key for custom OpenAI endpoint
✅ (Regression) clean files when new conversation
✅ Keep the newlines of the user prompt