fleet-memory/hindsight-docs/docs/developer/api/quickstart.mdx
Nicolò Boschi 80b1badf74
feat(docs): Integrations Hub + unified page hero (#620)
* fix(security): address all Dependabot vulnerability alerts

Python (uv.lock, pyproject.toml):
- authlib 1.6.6 → 1.6.9 (JWS header injection, OIDC hash binding, Bleichenbacher padding oracle)
- pyasn1 0.6.2 → 0.6.3 (unbounded recursion DoS)
- pyjwt 2.10.1 → 2.12.1 (unknown crit header extensions - also in integration-tests and crewai)
- orjson 3.11.4 → 3.11.7 (deeply nested JSON recursion DoS)
- tornado 6.5.2 → 6.5.5 (multipart DoS, incomplete cookie validation)

npm (package.json, package-lock.json):
- next ^16.1.6 → ^16.1.7 (HTTP smuggling, CSRF bypass, cache DoS, null origin bypass)
- fast-xml-parser override updated to >=5.5.6 (numeric entity expansion bypass)
- undici override added >=7.24.0 (WebSocket overflow, smuggling, CRLF injection, DoS)
- flatted override added >=3.4.0 (unbounded recursion DoS)
- svgo override added >=3.3.3 (DOCTYPE entity expansion DoS)
- dompurify override added >=3.3.2 (XSS vulnerability)

* feat(docs): add Integrations Hub and unified page hero

- Add /integrations page with search, type filter, and card grid
- Integrations defined in a single JSON file (src/data/integrations.json)
  supporting official and community entries with icon, author, and link
- Scrolling integrations banner moved from global navbar to /integrations only
- Remove IntegrationsGrid component; replace all usages with link to hub
- Add PageHero component with full-bleed gradient background, shared across
  Cookbook, FAQ, Best Practices, Changelog, and Blog index pages
- Remove FAQ from top navbar (already in Resources dropdown)
- Move integration changelogs table to bottom of changelog page
2026-03-19 20:29:55 +01:00

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Text

---
sidebar_position: 0
---
# Quick Start
Get up and running with Hindsight in 60 seconds.
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import CodeSnippet from '@site/src/components/CodeSnippet';
import {ClientsGrid} from '@site/src/components/SupportedGrids';
{/* Import raw source files */}
import quickstartPy from '!!raw-loader!@site/examples/api/quickstart.py';
import quickstartMjs from '!!raw-loader!@site/examples/api/quickstart.mjs';
import quickstartSh from '!!raw-loader!@site/examples/api/quickstart.sh';
import quickstartGo from '!!raw-loader!@site/examples/api/quickstart.go';
## Clients
<ClientsGrid />
## Start the API Server
<Tabs>
<TabItem value="pip" label="pip (API only)">
```bash
pip install hindsight-api
export OPENAI_API_KEY=sk-xxx
export HINDSIGHT_API_LLM_API_KEY=$OPENAI_API_KEY
hindsight-api
```
API available at [http://localhost:8888](http://localhost:8888/docs)
</TabItem>
<TabItem value="docker" label="Docker (Full Experience)">
```bash
export OPENAI_API_KEY=sk-xxx
docker run --rm -it --pull always -p 8888:8888 -p 9999:9999 \
-e HINDSIGHT_API_LLM_API_KEY=$OPENAI_API_KEY \
-v $HOME/.hindsight-docker:/home/hindsight/.pg0 \
ghcr.io/vectorize-io/hindsight:latest
```
- **API**: http://localhost:8888
- **Control Plane** (Web UI): http://localhost:9999
</TabItem>
</Tabs>
:::tip LLM Provider
Hindsight requires an LLM with structured output support. Recommended: **Groq** with `gpt-oss-20b` for fast, cost-effective inference.
See [LLM Providers](/developer/models#llm) for more details.
:::
---
## Use the Client
<Tabs>
<TabItem value="python" label="Python">
```bash
pip install hindsight-client
```
<CodeSnippet code={quickstartPy} section="quickstart-full" language="python" />
</TabItem>
<TabItem value="node" label="Node.js">
```bash
npm install @vectorize-io/hindsight-client
```
<CodeSnippet code={quickstartMjs} section="quickstart-full" language="javascript" />
</TabItem>
<TabItem value="cli" label="CLI">
```bash
curl -fsSL https://hindsight.vectorize.io/get-cli | bash
```
<CodeSnippet code={quickstartSh} section="quickstart-full" language="bash" />
</TabItem>
<TabItem value="go" label="Go">
```bash
go get github.com/vectorize-io/hindsight/hindsight-clients/go
```
<CodeSnippet code={quickstartGo} section="quickstart-full" language="go" />
</TabItem>
</Tabs>
---
## What's Happening
| Operation | What it does |
|-----------|--------------|
| **Retain** | Content is processed, facts are extracted, entities are identified and linked in a knowledge graph |
| **Recall** | Four search strategies (semantic, keyword, graph, temporal) run in parallel to find relevant memories |
| **Reflect** | Retrieved memories are used to generate a disposition-aware response |
---
## Integrations
Browse all supported integrations in the [Integrations Hub](/integrations).
## Next Steps
- [**Retain**](./retain) — Advanced options for storing memories
- [**Recall**](./recall) — Search and retrieval strategies
- [**Reflect**](./reflect) — Disposition-aware reasoning
- [**Memory Banks**](./memory-banks) — Configure disposition and mission
- [**Server Deployment**](/developer/installation) — Docker Compose, Helm, and production setup