GPT Snowball - Automated Content Generation System

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1. GPT Snowball - Automated Content Generation System

2. Overview:

• Objective: Develop a Python-based environment to leverage the OpenAI GPT-4 API for automated, sequential content generation.

• Requirements: Include error handling for network issues or API errors, and a robust saving mechanism to preserve generated content.

3. Mechanics:

• 3.1 Topic Indexing: Draw topics from a predefined manifest list labeled “Topics.”

• 3.2 Content Aggregation: Concatenate all previous GPT-4 outputs into a single text block, referred to as “Output.”

• 3.3 Loop Mechanism:

• In each loop, combine the next "Topic" with the current "Output" to form a new prompt for GPT-4.

• Structure each prompt to introduce a new topic while instructing GPT-4 to avoid repeating information from the accumulated "Output."

• Example Workflow:

• Loop 1: Prompt GPT-4 with "Topic A." Capture the output as "Output 1."

• Loop 2: Prompt GPT-4 with "Topic B" and instruction to avoid "Output 1." Capture the output as "Output 2."

• Loop 3: Continue this pattern, incrementally appending new outputs to the existing content.

4. Considerations:

• API Token Limitations: Adapt the prompt strategy to manage the growing length of the "Output," potentially focusing on the most recent or relevant sections to comply with token limits.

• Rate Limiting: Familiarize with OpenAI's rate limiting guidelines and implement strategies to handle these limits effectively. Resources:

• OpenAI Cookbook on Rate Limits: [login to view URL]

• API Request Parallel Processor Example: [login to view URL]

• Proficient in Python programming and script automation.

• Experience with API integrations, particularly with OpenAI or similar AI platforms.

• Knowledge in text processing and natural language processing (NLP) is a plus.

6. Deliverables:

• A fully functioning script or application that meets the project objectives.

• Documentation on usage, setup, and any special considerations.

Friendly note:

• Don't overbid (yes the posting mentions AI, but it's really JUST python scripting)

• Don't bid then ask to change it once the project is awarded

• DO NOT try to share off-platform contact/payment details

Python API

ID Projek: #37527696

Tentang projek

13 cadangan Projek jarak jauh Aktif 2 bulan lepas

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