Ollama

AnimaWorks

One of the hardest problems in multi-agent systems is forgetting. Most frameworks hoard context until the window explode

BrainDB

Postgres and pgvector long-term memory for LLM agents with typed entities, graph traversal, temporal decay, and a REST API

Brigade

Persisting chat logs does not make an agent learn. Hindsight is a self-hostable memory backend with explicit retain, rec

ContextGem

Ask an LLM which clause a finding came from and it writes you a citation that reads right and points nowhere. ContextGem

Magnitude

Your fully local, private agent. Runs models on your machine with its built-in inference engine. Works out of the box, on any hardware.

ODS

Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.

HermesClaw Lower-confidence signal

Community stack running the Hermes Agent inside NVIDIA's OpenShell sandbox with kernel-enforced network and filesystem limits