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davidpirogov
toon-llm

Token-Oriented Object Notation (TOON) is an LLM-optimized data serialization format implemented in Python.

29K 9 3
JonathanBerhe
gvdb

High-performance distributed vector database with gRPC API and high-dimensional vector support

12K 0 0
project-david-ai
projectdavid-platform

A single pip installed package will orchestrate a production ready instance of the AI stack in any environment

11K 1 0
Project-Navi
navi-sanitize

Deterministic input sanitization for untrusted text — invisible characters, homoglyphs, and encoding tricks, handled before your code sees them. Zero dependencies, no ML. Python 3.12+.

7K 2 0
superagentxai
superagentx

Move from idea to production in hours with policy-driven autonomous AI agents. Unified Control Plane: Centralised tools, MCPs, models, data, and policies with consistent observability and governance.

5K 191 43
nanonets
nanoindex

Agentic RAG Harness for long documents, Tree and Graph based reasoning. Cited answers down to the pixel

5K 49 5
ddickmann
latence-solver

CPU-reference-first Tabu Search Quadratic Knapsack solver with optional accelerator hooks

5K 11 1
SynapseKit
synapsekit

Minimal, async-first Python framework for production LLM apps- 2 hard deps, no magic, no SaaS.

4K 18 17
vunone
ennoia

Declarative Document Indexing (DDI) Schemas for RAG — LLM-powered pre-indexing and hybrid retrieval.

3K 30 3
SwiftWing21
helix-context

Agent knowledge index — IDF-weighted retrieval without embedding models. SQLite-only, sub-650ms at 17K+ entries on consumer hardware.

3K 5 0
superagentxai
superagentx-handlers

Move from idea to production in hours with policy-driven autonomous AI agents. Unified Control Plane: Centralised tools, MCPs, models, data, and policies with consistent observability and governance.

3K 191 43
hallengray
rag-forge-observability

Production-grade RAG pipelines with evaluation baked in

3K 7 0
hallengray
rag-forge-core

Production-grade RAG pipelines with evaluation baked in

3K 7 0
hallengray
rag-forge-evaluator

Production-grade RAG pipelines with evaluation baked in

3K 7 0
NetApp
netapp-aide-mcp

MCP server for NetApp AI Data Engine

2K 0 0
ddickmann
voyager-index

Shard-first late-interaction retrieval for ColBERT and ColPali style workloads with CPU/GPU modes, Triton MaxSim, BM25 hybrid search, durable CRUD/WAL, multimodal preprocessing, and base64-ready reference APIs.

2K 11 1
laxmimerit
ragwire

RAGWire — Production-grade RAG toolkit for document ingestion and retrieval with hybrid search support

2K 14 3
vrraj
vrraj-bm25s-retriever

Lexical routing layer for LLM tool selection. Filter MCP-discovered and registry tools before prompt assembly using fast BM25S retrieval.

916 0 0
sanonone
kektordb-client

An official Python client for KektorDB. AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

728 70 5
kelkalot
simpleaudit

Lightweight AI Safety Auditing Framework

599 9 4
rodmena-limited
ragit

Automatic RAG Pattern Optimization Engine

587 4 0
AI-Buddy-Catalyst-Labs
insta-rag

A python module library that simplifies RAG through abstraction

519 27 2
aksarav
pdfstract

PDFStract - Extract, Chunking and Embedding Layer in Your RAG Pipeline - Available as CLI - WEBUI - API

504 146 12
vrraj
vrraj-llm-adapter

Provider-agnostic, registry-driven LLM adapter for text generation and embeddings with normalized outputs - includes an interactive test UI.

481 1 0
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