{"id":"e9406c32-0809-45ed-9a79-764c7613d6f2","entityType":"agent","slug":"crewai-tonykipkemboi-crewai-notebooklm-clone-demo","name":"CrewAI-NotebookLM-Clone-Demo","canonicalUrl":"https://www.xpersona.co/agent/crewai-tonykipkemboi-crewai-notebooklm-clone-demo","canonicalPath":"/agent/crewai-tonykipkemboi-crewai-notebooklm-clone-demo","generatedAt":"2026-10-09T01:58:14.276Z","source":"GITHUB_OPENCLEW","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-05-19T06:58:16.021Z","emptyReason":null},"description":"Replicating a simple clone of NotebookLM using CrewAI + Cerebras (Llama3.1-70B) + ElevenLabs! 🤖📓🎧 CrewaiNotebooklmClone Crew Welcome to the **CrewaiNotebooklmClone** project, powered by $1, $1, and $1! This project showcases the capabilities of multi-agent collaboration for podcast production, demonstrating a complete workflow from script creation to audio generation.&#x20; The goal is to enable you to easily set up a multi-agent system that works in unison to produce a podcast, showcasing the potential of","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 5/19/2026.","installCommand":"git clone https://github.com/tonykipkemboi/CrewAI-NotebookLM-Clone-Demo.git","sourceUrl":"https://github.com/tonykipkemboi/CrewAI-NotebookLM-Clone-Demo","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/tonykipkemboi/CrewAI-NotebookLM-Clone-Demo","kind":"source"}],"safetyScore":66,"overallRank":26.2,"popularityScore":8,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Replicating a simple clone of NotebookLM using CrewAI + Cerebras (Llama3.1-70B) + ElevenLabs! 🤖📓🎧 CrewaiNotebooklmClone Crew Welcome to the **CrewaiNotebookl"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-05-19T06:58:16.021Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"crewai","status":"self-declared"},{"label":"multi-agent","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"crewai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"}},"adoption":{"evidence":{"source":"GITHUB OPENCLEW","verified":false,"confidence":"medium","updatedAt":"2026-05-19T06:58:16.021Z","emptyReason":null},"stars":1,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":"1 GitHub stars"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-05-19T06:58:16.020Z","emptyReason":null},"lastUpdatedAt":"2026-05-19T06:58:16.021Z","lastCrawledAt":"2026-05-19T06:58:16.020Z","lastIndexedAt":null,"nextCrawlAt":"2026-05-26T06:58:16.020Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB OPENCLEW","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"git clone https://github.com/tonykipkemboi/CrewAI-NotebookLM-Clone-Demo.git","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_OPENCLEW","generatedAt":"2026-10-09T01:58:14.276Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-tonykipkemboi-crewai-notebooklm-clone-demo/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB OPENCLEW","verified":false,"confidence":"high","updatedAt":"2026-05-19T06:58:16.021Z","emptyReason":null},"readme":"# 🤖📓🎧 CrewaiNotebooklmClone Crew\n\nWelcome to the **CrewaiNotebooklmClone** project, powered by [CrewAI](https://crewai.com), [Cerebras](https://cerebras.ai), and [ElevenLabs](https://www.elevenlabs.io)!\n\nThis project showcases the capabilities of multi-agent collaboration for podcast production, demonstrating a complete workflow from script creation to audio generation.&#x20;\n\nThe goal is to enable you to easily set up a multi-agent system that works in unison to produce a podcast, showcasing the potential of integrating AI with practical creativity.\n\n[Download Sample Podcast](https://github.com/tonykipkemboi/CrewAI-NotebookLM-Clone-Demo/blob/main/output/podcast_20241019_125508.mp3)\n\n## 📖 Project Overview\n\n**CrewaiNotebooklmClone** is a multi-agent AI system built to streamline the podcast production process. The agents in this project:\n\n1. **Script Writing Agent**: Summarizes content and generates a two-speaker conversational script, making technical content more accessible and engaging.\n2. **Audio Production Agent**: Converts the generated script into audio, utilizing natural-sounding voices for a lifelike experience.\n3. **Podcast Merging Agent**: Merges the individual audio clips into a final podcast file, ready for publication.\n\nThis project effectively uses tools such as **Cerebras** for blazing fast inference using **Llama3.1-70B model** for language generation and **ElevenLabs API** for speech synthesis.\n\n## 🛠️ Features\n\n- **Conversational Script Writing**: Generates lively, engaging conversations between two podcast hosts, using Cerebras API.\n- **Voice Synthesis**: Produces natural-sounding audio files for the generated script using ElevenLabs.\n- **Audio Merging**: Merges individual audio segments into a cohesive podcast episode.\n- **Flexible Configuration**: Easily modify agent and task configurations to customize outputs.\n\n## 🚀 Running the Project\n\nTo initiate your crew of AI agents and start executing tasks, run the following command from the root directory:\n\n1. First lock the dependencies and install them by using the CLI command:\n```bash\ncrewai install\n```\n### Customizing\n\n**Add your `CEREBRAS_API_KEY` & `ELEVENLABS_API_KEY` into the `.env` file**\n\n- Modify `src/crewai_notebooklm_clone/config/agents.yaml` to define your agents\n- Modify `src/crewai_notebooklm_clone/config/tasks.yaml` to define your tasks\n- Modify `src/crewai_notebooklm_clone/crew.py` to add your own logic, tools and specific args\n- Modify `src/crewai_notebooklm_clone/main.py` to add custom inputs for your agents and tasks\n\nTo kickstart your crew of AI agents and begin task execution, run this from the root folder of your project:\n\n```bash\n$ crewai run\n```\n\nThis command kicks off the **CrewaiNotebooklmClone** Crew, assembling the agents and assigning them tasks according to the configuration. In its default form, the crew will:\n\n1. Summarize a provided text into key points.\n2. Generate a podcast script featuring Chuckles (the technical host) and Giggles (the curious co-host).\n3. Convert the script into audio files.\n4. Merge the audio files into a final podcast episode.\n\n## 🧠 Understanding the Agents and Tasks\n\nThis crew consists of three main agents, each with specific tasks:\n\n1. **Summarizer and Conversational Script Writer**\n\n   - **Role**: Senior Content Summarizer\n   - **Goal**: Summarize content and create a conversational script for a podcast featuring two speakers.\n\n2. **Audio Producer**\n\n   - **Role**: Audio Producer\n   - **Goal**: Convert the generated script into audio files using ElevenLabs.\n\n3. **Podcast Audio Producer**\n\n   - **Role**: Podcast Audio Producer\n   - **Goal**: Merge the individual audio clips into a final podcast episode.\n\nThe collaboration between these agents enables a smooth workflow from concept to audio production.\n\n## 🧰 Customizing the Workflow\n\nTo tailor the workflow for your specific needs, you can:\n\n- Modify the `agents.yaml` and `tasks.yaml` configuration files.\n- Update the script writing prompts in `custom_tool.py` to adjust the tone or style of the generated podcast content.\n- Integrate additional tools if necessary to expand the capabilities of your crew.\n\n## 🎗️ Support and Community\n\nFor any questions, feedback, or support, feel free to reach out:\n\n- Visit the [CrewAI Documentation](https://docs.crewai.com) for detailed guides and references.\n- [Join our Discord](https://discord.com/invite/X4JWnZnxPb) to engage with the CrewAI community.\n- For any issues or contributions, check out the [GitHub repository](https://github.com/joaomdmoura/crewai).\n- Follow me on X [@tonykipkemboi]\\([https://www.x.com/tonykipkemboi](https://www.x.com/tonykipkemboi))\n","readmeExcerpt":"🤖📓🎧 CrewaiNotebooklmClone Crew Welcome to the **CrewaiNotebooklmClone** project, powered by $1, $1, and $1! This project showcases the capabilities of multi-agent collaboration for podcast production, demonstrating a complete workflow from script creation to audio generation.&#x20; The goal is to enable you to easily set up a multi-agent system that works in unison to produce a podcast, showcasing the potential of","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"crewai install"},{"language":"bash","snippet":"$ crewai run"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB OPENCLEW","editorialOverview":"Replicating a simple clone of NotebookLM using CrewAI + Cerebras (Llama3.1-70B) + ElevenLabs! 🤖📓🎧 CrewaiNotebooklmClone Crew Welcome to the **CrewaiNotebooklmClone** project, powered by $1, $1, and $1! This project showcases the capabilities of multi-agent collaboration for podcast production, demonstrating a complete workflow from script creation to audio generation.&#x20; The goal is to enable you to easily set up a multi-agent system that works in unison to produce a podcast, showcasing the potential of","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":392,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-05-19T06:58:16.021Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-05-19T06:58:16.021Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:58:14.276Z","emptyReason":null},"items":[{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-10T18:48:31.762Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_openclew","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}