chroma-core/chroma
the open source embedding database
Language: Python
Stars trend:
7 Apr 2023

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#python
#documentretrieval, #embeddings, #llms

StanGirard/quivr
Dump all your files and thoughts into your GenerativeAI brain and chat with it
Language: Python
Total stars: 435
Stars trend:
15 May 2023

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#python
#audio, #chat, #chatgpt, #csv, #embeddings, #generativeai, #obsidian, #pdf, #secondbrain, #vectorstore, #whisper

hegelai/prompttools
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate).
Language: Python
Total stars: 1071
Stars trend:
1 Aug 2023

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#python
#deeplearning, #developertools, #embeddings, #largelanguagemodels, #llms, #machinelearning, #promptengineering, #python, #vectorsearch

kantord/SeaGOAT
local-first semantic code search engine
Language: Python
Total stars: 295
Stars trend:
20 Sep 2023

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#python
#ai, #codesearch, #codesearchengine, #embeddings, #grep, #greplike, #llm, #regularexpression, #ripgrep, #vectordatabase, #vectorembeddings

NeumTry/NeumAI
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
Language:Python
Total stars: 285
Stars trend:
21 Nov 2023
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22 Nov 2023
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#python
#ai, #chatgpt, #data, #dataengineering, #database, #embeddings, #etl, #llm, #llmops, #mlops, #ops, #pipeline, #python, #rag, #retrieval, #vectordatabase, #vectors

llmware-ai/llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Language:Python
Total stars: 761
Stars trend:
11 Dec 2023
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#python
#ai, #bert, #embeddingvectors, #embeddings, #faiss, #generativeai, #informationretrieval, #largelanguagemodels, #machinelearning, #milvus, #nlp, #parsing, #python, #pytorch, #questionanswering, #rag, #retrievalaugmentedgeneration, #semanticsearch, #transformers

GoogleCloudPlatform/generative-ai
Sample code and notebooks for Generative AI on Google Cloud
Language:Jupyter Notebook
Total stars: 2841
Stars trend:
13 Dec 2023
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#jupyternotebook
#ai, #embeddings, #enterprisesearch, #gcp, #gemini, #geminiapi, #generative, #generativeai, #googlecloud, #googlecloudplatform, #langchain, #llm, #matchingengine, #palmapi, #promptengineering, #vertexai, #vertexaigeminiapi

TimeSurgeLabs/athenadb
🦉⚡️Serverless, distributed vector database as an API
Language:TypeScript
Total stars: 130
Stars trend:
19 Feb 2024
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#typescript
#cloudflare, #cloudflareai, #cloudflared1, #cloudflarevectorize, #cloudflareworkers, #cloudflareworkersai, #embeddings, #vectordatabase

langchain4j/langchain4j
Java version of LangChain
Language:Java
Total stars: 2241
Stars trend:
9 Mar 2024
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#java
#azureopenai, #chatgpt, #chroma, #embeddings, #gemini, #gpt, #huggingface, #java, #langchain, #langchainjava, #llama, #llama2, #localai, #milvus, #ollama, #onnx, #openai, #pinecone, #vectordatabase, #weaviate

alexpinel/Dot
Standalone app for fully local RAG with Mistral 7B
Language:JavaScript
Total stars: 286
Stars trend:
7 Apr 2024
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#javascript
#ai, #app, #desktopapp, #documentchat, #embeddings, #faiss, #gpt, #langchain, #llm, #local, #localai, #mistral, #mistral7b, #privategpt, #rag, #standalone, #standaloneapp

fzliu/radient
Radient turns many data types - not just text - into vectors for similarity search.
Language:Python
Total stars: 101
Stars trend:
10 May 2024
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#python
#audio, #embeddings, #frauddetection, #graphs, #images, #molecularsearch, #molecules, #recommendersystem, #retrievalaugmentedgeneration, #text, #unstructureddata, #vectors

h2oai/h2ogpt
Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
Language:Python
Total stars: 10596
Stars trend:
12 May 2024
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#python
#ai, #chatgpt, #embeddings, #generative, #gpt, #gpt4all, #llama2, #llm, #mixtral, #pdf, #private, #privategpt, #vectorstore

supabase/supabase
The open source Firebase alternative.
Language:TypeScript
Total stars: 68358
Stars trend:
4 Jul 2024
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#typescript
#deno, #embeddings, #firebase, #graphql, #postgres, #postgresql, #postgrest, #realtime, #supabase, #vectors, #websockets

postgresml/korvus
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.
Language:Rust
Total stars: 171
Stars trend:
11 Jul 2024
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#rust
#ai, #embeddings, #javascript, #llm, #ml, #python, #rag, #search, #sql

mem0ai/mem0
The memory layer for Personalized AI
Language:Python
Total stars: 9082
Stars trend:
15 Jul 2024
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#python
#ai, #application, #chatbots, #chatgpt, #embeddings, #llm, #python, #rag, #vectordatabase

neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Language:Python
Total stars: 7704
Stars trend:
21 Jul 2024
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#python
#embeddings, #informationretrieval, #languagemodel, #largelanguagemodels, #llm, #machinelearning, #neuralsearch, #nlp, #python, #rag, #retrievalaugmentedgeneration, #search, #searchengine, #semanticsearch, #sentenceembeddings, #transformers, #txtai, #vectordatabase, #vectorsearch, #vectorsearchengine

iterative/datachain
DataChain 🔗 Process and curate unstructured data using local ML models and LLM calls
Language:Python
Total stars: 145
Stars trend:
23 Jul 2024
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#python
#ai, #cv, #dataanalytics, #datawrangling, #embeddings, #llm, #llmeval, #mlops, #multimodal