Tutorials & Integrations
How to use Hindsight with your stack
Cursor Persistent Memory: One Bank for the Editor and the CLI
Two new Hindsight integrations give Cursor persistent long-term memory: one for the Cursor editor (with a workaround for the broken sessionStart additionalContext channel in Cursor 3.x) and one for Cursor CLI. Both can share the same memory bank.
Haystack Persistent Memory: Drop-In Tools and Auto-Recall for Any Agent
Add persistent long-term memory to any Haystack agent with Hindsight. Three Haystack Tools (retain, recall, reflect) plus an optional HindsightMemoryWrapper that injects memories before each turn and stores the transcript after.
Flowise Persistent Memory: Drop-In Tool Nodes for Any Chatflow
Add persistent long-term memory to any Flowise chatflow or agent with Hindsight. Three Tool nodes (Retain, Recall, Reflect) drop straight into a Conversational Agent and share one Hindsight API credential.
Cline Persistent Memory: Lifecycle Hooks Instead of MCP
Add persistent memory to Cline with Hindsight using lifecycle hooks. No MCP server, no model tool-calling required. Hooks deterministically recall context before each task and retain what happened after.
How Hindsight Learns: A Deep Dive Into Mental Models
Mental models are the top tier of Hindsight's learning hierarchy — persistent, self-refreshing understandings of the topics your agent asks about every session. A walkthrough from the schema up.
Long-Term Memory for Google ADK Agents with Hindsight
Add persistent long-term memory to Google ADK agents with Hindsight. Drop-in BaseMemoryService for automatic retain on session end and recall on search_memory — plus explicit retain/recall/reflect tools when you want them.
Voice Agents That Remember: Adding Memory to Vapi with Hindsight
Add persistent long-term memory to Vapi voice AI calls with one webhook. Recall caller history at call start, retain the transcript at call end — no per-turn integration needed.
Using Entity Labels to Automatically Tag Memories in Hindsight
Hindsight's entity labels turn free-text memories into structured, filterable classifications — automatically. A controlled vocabulary, four label types, and one tag: true switch that turns labels into filterable tags.
Hermes Agent on Windows: Set Up Persistent Memory with Hindsight
Nous Research just shipped Hermes Agent native on Windows. Here's how to give it persistent memory with Hindsight — one command, three modes, no Docker or WSL.
Building a Hermes Coding Assistant on Windows That Remembers Your Codebase
Nous Research just announced Hermes Agent native on Windows. Here's how to add persistent codebase memory with Hindsight — no Docker, no WSL, PowerShell start to finish.
Building an OpenClaw Coding Agent That Remembers Your Codebase
OpenClaw with Hindsight remembers your codebase across sessions — conventions, past bugs, architectural decisions. Setup in 2 minutes.
Adding Persistent Memory to Paperclip Agents with Hindsight
Give every Paperclip agent long-term memory with one plugin install. Agents recall context before runs and retain learnings after, no code changes needed.
Building a Hermes Coding Assistant That Remembers Your Codebase
Hermes Agent with Hindsight remembers your codebase across sessions, conventions, past bugs, architectural decisions. Setup in 2 minutes.
Onboarding a New Engineer Onto Five Months of OpenCode Memory
A new engineer joins a codebase the team has been working in for five months. With OpenCode + Hindsight, day one looks very different from the README.
The Memory Layer Every n8n Workflow Was Missing
Hindsight's new community node adds persistent memory to any n8n workflow — Retain, Recall, Reflect. Workflows compound across runs instead of resetting.
Your Claude Code Subagents Don't Share What They Learn
Claude Code subagents (Plan, Explore, general-purpose, custom) each spawn fresh and discard everything they discover. Here's how to give them shared memory.
Multi-Turn Agent Memory with AWS AgentCore: Remember Across Sessions
Add persistent memory to AWS AgentCore agents with Hindsight. Agents remember context, decisions, and learnings across multi-turn conversations and sessions.
Agent Memory in SmolAgents: Retain, Recall, and Reflect
Add persistent memory to SmolAgents with Hindsight. Retain facts, recall context, and reflect on agent decisions across sessions.
Pipecat Voice AI Persistent Memory: Add Memory to Your Voice Pipeline
Add persistent long-term memory to Pipecat voice AI pipelines. Recall relevant past conversations and retain new exchanges with a single FrameProcessor between your user aggregator and LLM service.
Your OpenCode Agent Forgets Everything Between Sessions. Here's the Fix.
OpenCode sessions are stateless by default. The @vectorize-io/opencode-hindsight plugin adds persistent memory via automatic hooks and three explicit tools.
OpenAI Agents Forget Everything Between Runs. Here's the Fix.
OpenAI Agents SDK agents lose all state when a run ends. hindsight-openai-agents adds three tools and auto-injected memory instructions that give your agents persistent memory across sessions.
Agno Persistent Memory: Long-Term Memory for Agno Agents
Agno agents start each run fresh. hindsight-agno adds HindsightTools and memory_instructions so they can retain, recall, and reflect across sessions.
Adding Persistent Memory to OpenAI Codex with Hindsight
Give OpenAI Codex persistent memory across sessions with Hindsight. Auto-recall injects context before every prompt. Auto-retain extracts facts when sessions end.
One Memory for Every AI Tool I Use
How to wire Claude, ChatGPT, Claude Code, Codex, and OpenClaw to a single shared Hindsight memory bank using Cloudflare Workers as an OAuth 2.1 proxy.
Persistent Memory for AutoGen Agents with Hindsight
AutoGen agents lose all state when a session ends. hindsight-autogen adds three tools — retain, recall, reflect — that give your agents persistent memory across sessions.
Your OpenClaw Agents Are Strangers to Each Other. Hindsight Changes That.
When you run multiple OpenClaw instances, each one learns independently. Here's how to give every instance in your team a shared memory bank so what one learns, all know.
Teaching the Llama to Remember
LlamaIndex agents reset memory every session. Learn how to add persistent cross-session memory using hindsight-llamaindex in 3 steps. Full code examples included.
Why Your AWS Strands Agent Keeps Starting From Scratch (And How to Stop It)
Why Your AWS Strands Agent Keeps Starting From Scratch (And How to Stop It)
Adding Long-Term Memory to LangGraph and LangChain Agents
Learn how to add long-term memory to LangGraph and LangChain agents using three integration patterns — tools, nodes, and BaseStore — with per-user memory banks and semantic recall.
OpenClaude: Build a Claude Code Agent with Long-Term Memory — and Take It Everywhere
OpenClaude: Build a Claude Code Agent with Long-Term Memory — and Take It Everywhere
Give NemoClaw the Best Agent Memory Available In One Command
Add persistent memory to a NemoClaw sandboxed AI agent without changing code. One command, one network policy, memories survive across sessions.
Give the Only Self-Improving AI Agent (Hermes) a Memory Upgrade It Deserves
How to Add Persistent Memory to Hermes Agent
I Built a Chatbot That Never Forgets — In 80 Lines of Python
I Built a Chatbot That Never Forgets — In 80 Lines of Python
Run Hindsight with Ollama: Local AI Memory, No API Keys Needed
Running Hindsight with Ollama gives you a fully local AI memory system. No API keys, no cloud costs, no data leaving your machine. If you want persistent agent memory powered by open-source models on your own hardware, this tutorial walks through the complete setup.
Pydantic AI Persistent Memory: Add It in 5 Lines of Code
If you have built an AI agent with Pydantic AI, you already know it handles typed outputs, dependency injection, and async workflows well. But there is one thing it does not do: remember anything between runs. Every call to agent.run() starts with a blank slate. Your agent has no idea what the user said yesterday, what preferences they shared, or what it already researched.
How to Add Persistent Memory to OpenClaw with Hindsight
OpenClaw's built-in memory depends on the agent deciding what to save — and models don't do this consistently. Hindsight replaces it with automated extraction and auto-recall: every conversation is captured, facts and entities are extracted in the background, and relevant context is injected before every response automatically. One plugin install, one setup wizard, no Docker.
Give Your OpenAI App a Memory in 5 Minutes
Build a ChatGPT-style chatbot with persistent memory using the OpenAI SDK and Hindsight. Three API calls — retain(), recall(), reflect() — and your app remembers users across restarts, no vector database or RAG pipeline required.
The Open-Source MCP Memory Server Your AI Agent Is Missing
AI agents forget everything between sessions. Hindsight gives them persistent, structured memory via MCP. One Docker command to run the full stack locally. Connect any MCP-compatible client. Three core operations: retain (store), recall (search), reflect (reason) — plus mental models that auto-update as memories grow.
I Gave 100+ LLMs a Permanent Memory With One Python Package
hindsight-litellm adds persistent memory to any LLM provider via LiteLLM — OpenAI, Anthropic, Groq, Azure, Bedrock, Vertex AI, and 100+ more. Three lines of setup, and every LLM call automatically gets context from past conversations.
Your CrewAI Agents Forget Everything Between Runs. Here's the Fix.
CrewAI agents lose all memory when a crew finishes. hindsight-crewai plugs into CrewAI's ExternalMemory to persist knowledge across runs -- three lines of setup, and your agents automatically store task outputs and recall relevant context.
Your Vercel Chat SDK bot forgets everything. Hindsight fixes that.
@vectorize-io/hindsight-chat adds persistent memory with one wrapper function