Flamehaven Filesearch vs Temporal AI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-01
Cross-checked through our multi-step verification ·
Saved

At a glance

DimensionFlamehaven FilesearchTemporal AI
PricingFree (self-hosted)Freemium (usage-based billing)
DeploymentSelf-hosted via DockerCloud or self-hosted (open source)
Core FeatureDocument search & RAGDurable workflow orchestration
AI IntegrationMulti-LLM (Gemini, OpenAI, Claude, Ollama)OpenAI Agents SDK, Google ADK
SecuritySHA256 hashing, OWASP headers, granular permissionsCustom Roles (pre-release)
Best ForPrivate document search with auditReliable AI agents & long-running workflows

Choose Flamehaven Filesearch if your priority is a free, self-hosted RAG engine with strong security and multi-LLM support for private document search. Choose Temporal AI if you need durable execution, automatic retries, and workflow orchestration for AI agents or complex business processes, especially when you can leverage its freemium cloud tier. They solve different problems, but if your need is reliable AI agent pipelines, Temporal offers unmatched resilience.

Flamehaven Filesearch
Flamehaven Filesearch

Self-hosted RAG search engine with BM25+hybrid retrieval, 34 formats, multi-LLM, security-first governance.

Visit Website
Temporal AI
Temporal AI

Durable execution platform keeping AI agents and workflows running through failures with automatic state capture and retries.

Visit Website
Pricing
Free
Freemium
Plans
$0/mo
$0/mo (with $1,000 in credits)
$100/mo
$500/mo
Custom
Popularity
3 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APICLI
WebAPICLI
Categories
🗄️ Vector Databases & Retrieval Document Q&A & Summarizing🔦 Enterprise Search & Internal Knowledge
🕸️ Agent Frameworks & Orchestration⚙️ Developer Infrastructure
Features
Self-hosted RAG search engine
BM25 + hybrid retrieval
Support for 34 file formats
Multi-LLM: Gemini, OpenAI, Claude, Ollama
FastAPI backend
Docker-based deployment (production-ready in ~3 minutes)
API key hashing with SHA256 and salt
Per-key rate limiting (default 100 req/min)
Granular permission control
Complete audit logging
OWASP security headers enabled by default
Lazy imports for LangChain, LlamaIndex, etc.
Open source (MIT License)
Natural language querying over document repositories
Hybrid vector + keyword search
Durable execution with automatic state capture
Workflow orchestration with automatic retry and recovery
Activities with automatic retries and timeouts
Native SDKs for Python, Go, TypeScript, Ruby, C#, Java, PHP, Rust (preview)
Human-in-the-loop with signals and pause/resume
Saga pattern via compensating transactions
Full visibility UI for workflow state
Serverless Workers for Google Cloud Run (pre-release)
Serverless Workers for AWS Lambda (public preview)
Standalone Activities for independent execution
Workflow Streams for real-time interactivity
Task Queue Priority & Fairness (GA)
Temporal Worker Controller (GA) for K8s lifecycle
External Storage for large payloads (public preview)
Custom Roles for granular permissions (pre-release)
Integrations
LangChain
LlamaIndex
Gemini
OpenAI
Claude
Ollama
LangGraph
OpenAI Agents SDK
Google ADK
Google Cloud Run
AWS Lambda
Azure
Slack
NVIDIA
Salesforce
Twilio
Docker
Kubernetes
Braintrust

Who should pick which

  • Solo founder
    Pick: Flamehaven Filesearch

    Free, self-hosted, and quick to deploy for private document search without scaling costs.

  • AI agent developer
    Pick: Temporal AI

    Temporal provides durable execution and retries, crucial for reliable agent orchestration.

  • Security-conscious enterprise
    Pick: Flamehaven Filesearch

    Granular permissions, audit logs, and OWASP headers meet compliance needs.

  • Financial systems architect
    Pick: Temporal AI

    Saga pattern and compensating transactions for rollback in transactions.

  • Open-source advocate
    Pick: Temporal AI

    Both are open-source, but Temporal's multi-language SDKs and community are broader.

Frequently Asked Questions

Flamehaven Filesearch vs Temporal AI: which should you choose?

Choose Flamehaven Filesearch if your priority is a free, self-hosted RAG engine with strong security and multi-LLM support for private document search. Choose Temporal AI if you need durable execution, automatic retries, and workflow orchestration for AI agents or complex business processes, especially when you can leverage its freemium cloud tier. They solve different problems, but if your need is reliable AI agent pipelines, Temporal offers unmatched resilience.

Can Flamehaven Filesearch be used for real-time data ingestion?

The provided data does not mention real-time ingestion; it focuses on indexing 34 file formats. For real-time streams, consider Temporal's workflow streams.

Does Temporal AI have a free tier?

Yes, Temporal offers a freemium model with usage-based billing; a free tier is typically available with limited actions.

Which tool supports more file types?

Flamehaven Filesearch natively supports 34 file formats. Temporal does not handle file search—it orchestrates workflows.

Is Flamehaven Filesearch production-ready?

Yes, the description states it is production-ready in 3 minutes with Docker, including security hardening out of the box.

Can I use Temporal with OpenAI?

Yes, Temporal integrates with OpenAI Agents SDK as per latest news (June 2026).

Do I need Docker for Flamehaven Filesearch?

Yes, it uses Docker for deployment. Non-technical users may find this challenging.

Does Temporal support human-in-the-loop?

Yes, via signals and pause/resume features, enabling human approval steps.

Which tool is better for long-running workflows?

Temporal AI is built for durable long-running processes with automatic state recovery.

More Flamehaven Filesearch or Temporal AI comparisons

Explore each tool further

Browse these categories

Still deciding? Get the weekly AI tools brief

One email a week — new tools, honest comparisons, no spam.

Last reviewed: July 4, 2026