Project Knowledge

run-llama/llama_cloud_services

Use run-llama/llama_cloud_services when the user needs an agent framework project with library-only, local, cloud deployment options.

TypeProject / implementation

Difficultybeginner

LanguageTypeScript

LicenseMIT

TL;DR

Use run-llama/llama_cloud_services when the user needs an agent framework project with library-only, local, cloud deployment options.

Install

Install as a library or package using the repository instructions.

Good For

build agents with llama_cloud_services

orchestrate LLM tools

prototype autonomous workflows

Not Good For

edge-only Cloudflare Workers deployment without adaptation

users expecting a complete hosted product

simple prompt-only apps

Git.Top Score73/100

Agent Score70/100

Maintenance14

Stability45

Quality14/100

Best Use

build agents with llama_cloud_services

Primary situation where this project is a good shortlist candidate.

Watch Out

edge-only Cloudflare Workers deployment without adaptation

Main reason to compare alternatives before adopting it.

Deployment Fit

library_only, local, cloud

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python.

Best Alternative

firecrawl/firecrawl: docker, library_only

Compare this option when the target stack or language preference differs.

Confidence

3/4 classification signals high; 4 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-09-19; metrics 2026-09-19

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-09-19T00:00:49.116Z

Metrics calculated2026-09-19T00:00:49.116Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30dsnapshot

Commits 30dcomplete

Releases 180dcomplete

Contributors 90dcomplete

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Project / implementation

This repository is treated as an implementation project. Compare its deployment fit, maintenance, and alternatives before adopting it.

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

firecrawl/firecrawlUse firecrawl/firecrawl when the user needs an agent framework project with docker, library-only, local deployment options.

iOfficeAI/AionUiUse iOfficeAI/AionUi when the user needs an agent framework project with docker, local, cloud deployment options.

cloudflare/agentsUse cloudflare/agents when the user needs an agent framework project with cloudflare, serverless, library-only deployment options. It is marked Cloudflare-ready.

supermemoryai/supermemoryUse supermemoryai/supermemory when the user needs an agent framework project with vercel, serverless, library-only deployment options.

CopilotKit/CopilotKitUse CopilotKit/CopilotKit when the user needs an agent framework project with docker, kubernetes, library-only deployment options.

Related Projects

Adjacent ecosystem projects

JSON

CopilotKit/CopilotKitUse CopilotKit/CopilotKit when the user needs an agent framework project with docker, kubernetes, library-only deployment options. Shared agent framework category and library_only deployment context.

agentscope-ai/agentscopeUse agentscope-ai/agentscope when the user needs an agent framework project with docker, library-only, local deployment options. Shared agent framework category and library_only deployment context.

alibaba/open-code-reviewUse alibaba/open-code-review when the user needs an agent framework project with library-only, local, cloud deployment options. Shared agent framework category and library_only deployment context.

langchain-ai/langchainUse langchain-ai/langchain when the user needs an agent framework project with docker, library-only, local deployment options. Shared agent framework category and library_only deployment context.

Unstructured-IO/unstructuredUse Unstructured-IO/unstructured when the user needs a workflow automation project with docker, library-only, local deployment options. Shared LLM provider dependency context.

livekit/agentsUse livekit/agents when the user needs an agent framework project with library-only, local, cloud deployment options. Shared agent framework category and library_only deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: highMatched "agent" in metadata. Matched "agents" in metadata.

Deployment: highMatched "pip install" in repository content. Matched "npm install" in repository content.

Difficulty: mediumRepository has under 10k stars, so complexity is treated conservatively.

Cloudflare Ready: highRuntime blocker: python. No Cloudflare deployment signal detected.

Compare

cloudflare/agents leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

run-llama/llama_cloud_services4,266YesYesNo70

firecrawl/firecrawl182,148YesYesNo85

iOfficeAI/AionUi32,954YesYesNo83

cloudflare/agents5,606YesYesYes86