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Definitions Tech
Bitbucket
- Bitbucket is a web-based version control repository hosting service owned by Atlassian.
- It is designed to help software development teams collaborate on code and manage their projects effectively.
- Bitbucket supports both Git and Mercurial version control systems, although Git is more commonly used.
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RAG
Retrieval-Augmented Generation is a technique in natural language processing (NLP) that combines retrieval-based methods with generative models to produce more accurate and relevant text.
RAG-as-a-Service. (RaaS)
- (RaaS) is a cloud-based service that leverages Retrieval Augmented Generation (RAG) technology to enhance the capabilities of large language models (LLMs).
- RAG combines the strengths of information retrieval and generative AI to provide more accurate, relevant, and informative responses to user queries.
Chatbot
A chatbot is a software application designed to simulate conversation with human users, typically over the internet.
Components:
Natural Language Understanding (NLU)
: Interprets and understands user input.
Dialogue Management
: Manages the flow of conversation, including context and state.
Natural Language Generation (NLG)
: Generates responses to user input.
Integration with Other Systems
: Can integrate with databases, APIs, and other services to fetch informa
Prompt
Use Markdown to write prompt
- Structured Thinking
- Markdown's hierarchical structure helps organize complex instructions
- Section headers create clear separation between different parts of the task
- Visual Emphasis
- Bold text draws the AI's attention to critical instructions
- This can improve the AI's adherence to important constraints
- Improved Readability
- For humans reviewing the prompts, Markdown makes them easier to read
- For the AI, it provides clear visual structure that can help with parsing
- Consistent Output Formatting
- When the output is also expected in Markdown (one of the output options), using Markdown in the prompt helps the AI understand the expected format
- The prompt includes examples of both Markdown and JSON output formats
- Prompt-as-Documentation
- The Markdown formatting makes the prompt serve as documentation
- Other developers can more easily understand what the prompt is trying to accomplish
Dual Purpose
The Markdown formatting serves two audiences:
- For the AI Model:
- Most modern AI models like Claude and GPT are trained on vast amounts of Markdown-formatted text
- They understand and respect Markdown formatting
- The formatting helps guide the AI's attention and structure its thinking
- For Human Developers:
- Makes the prompt more readable and maintainable
- Helps new team members understand the prompt's purpose and structure
- Facilitates prompt iteration and improvement
API Key
- An API key is a unique identifier used to authenticate a user, developer, or calling program to an API (Application Programming Interface).
- It serves as a form of identification and security token that allows the API to verify that the request comes from an authorized source.
- API keys are commonly used to control access to web services, ensuring that only authorized users or applications can interact with the API.
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Definitions
Infomation System
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STEP
Strategic Technologies for Europe Platform
with approximately EUR 50 bn investment potential - to drive innovation on clean tech, deep/digital tech and bio tech across all 27 EU Member States.
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- Provide information on the different funds and the procedures to follow for submissions.
- Application allowing the submission of funding requests. This application is also used by the DGs to validate the received proposals.
- SEDIA API Public API allowing to find information on calls for proposals.
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eTranslate
eTranslate is an automatic translation service used in the On Premise infrastructure to translate imported topics into various languages, making them accessible to a diverse user base across different European languages.
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