synaptic-memory
★ 33
vs
samyama-graph
★ 184
synaptic-memory vs samyama-graph
synaptic-memory: Synaptic Memory is a knowledge graph and MCP tool server for LLM agents. It automatically ingests data from various formats into a structured graph, then provides 29 atomic tools for agents to explore. No LLM cost at indexing time.; samyama-graph: Samyama is a graph-vector database written in Rust. It supports OpenCypher queries, Redis protocol, vector search, and graph algorithms. It can handle billions of edges on a single machine.
01
TL;DR
synaptic-memoryRAG / Knowledge Base · ★ 33
Searching and reasoning over unstructured text corpora
samyama-graphRAG / Knowledge Base · ★ 184
Biomedical knowledge graphs (PubMed, ClinicalTrials.gov, etc.)
02
Side-by-Side Comparison
Field
synaptic-memorysamyama-graphCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 33
★ 184
License
MIT
Apache-2.0
Install Command
pip install synaptic-memory
git clone https://github.com/samyama-ai/samyama-graph && cd samyama-graph && cargo build --release
Updated
3mo ago
1d ago
Open Source
Yes
Yes
Tags
ai-agent, embedding, graph-database
billion-edges, cypher, cypher-query-language
03
Features
synaptic-memory01Auto-detects file format and generates domain profile
02Ingests text and structured data into knowledge graph
0329 atomic MCP tools for LLM agents
04Zero LLM cost at indexing
05Hybrid retrieval with BM25 + vector + graph reranking
samyama-graph01OpenCypher queries
02Redis protocol
03Vector search (HNSW)
04Graph algorithms (PageRank, BFS, etc.)
05Natural language queries (NLQ)
04
Use Cases
synaptic-memory↳Searching and reasoning over unstructured text corpora
↳Cross-document question answering
↳Absence proofs and paraphrased queries
samyama-graph↳Biomedical knowledge graphs (PubMed, ClinicalTrials.gov, etc.)
↳Multi-hop graph traversals
↳Cross-knowledge graph aggregation
FAQ
FAQ
What is the difference between synaptic-memory and samyama-graph?
Both synaptic-memory and samyama-graph are in the RAG / Knowledge Base category. synaptic-memory has 33 stars, while samyama-graph has 184 stars.
Which is better, synaptic-memory or samyama-graph?
The best choice depends on your use case. Choose synaptic-memory if Searching and reasoning over unstructured text corpora, and samyama-graph if Biomedical knowledge graphs (PubMed, ClinicalTrials.gov, etc.).
Is synaptic-memory free or open source?
Yes, synaptic-memory is open source on GitHub (MIT).
Is samyama-graph free or open source?
Yes, samyama-graph is open source on GitHub (Apache-2.0).
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