Line 2: |
Line 2: |
| | | |
| === Creating a foundation service === | | === Creating a foundation service === |
− | * Creating a foundation service that could execute GenAI requests, and abstract the model being used | + | * Creating a foundation wrapper that could execute GenAI requests, and abstract the model being used (using cloud services at first) |
| * Ensuring 3rd parties can't abuse the service, while community developpers can use it freely | | * Ensuring 3rd parties can't abuse the service, while community developpers can use it freely |
| + | * Making testing and iteration easy. |
| * Taking safety measures so that it doesn't cost the Open Food Facts NGO too much | | * Taking safety measures so that it doesn't cost the Open Food Facts NGO too much |
| | | |
| | | |
| === Ensuring capitalization of prompt knowledge === | | === Ensuring capitalization of prompt knowledge === |
− | * Listing useful prompts, and creating metrics for them | + | * [https://docs.google.com/spreadsheets/d/1Iq4_vJcPEuCNQa9wa5aX3sES_67q5MJZT9-3E3SX8g4/edit#gid=0 Listing useful prompts], and creating metrics for them |
| | | |
| | | |
Line 24: |
Line 25: |
| * Document good practises | | * Document good practises |
| * Document things we could also implement | | * Document things we could also implement |
| + | |
| + | === Think hard about how we can use it === |
| + | * Data quality, Data extraction, Content synthetisation, Data models generation, Code generation, Food intake analysis, Natural search parsing, those are some of the potential themes, but there are many others |
| + | |
| + | === Don't be paralyzed by potential errors or phantasms === |
| + | * It is possible to mitigate/eliminate those potential errors by keeping humans in the loop, and adopting a copilot approach |
| + | * These new techniques can be hidden as a helper in the UI (like a magic button), with the proper warnings |
| + | |
| | | |
| === Prioritize and implement key projects === | | === Prioritize and implement key projects === |
| * [https://github.com/openfoodfacts/openfoodfacts-ai/issues/289 Leverage Generative AI across Open Food Facts (tracker) #289] | | * [https://github.com/openfoodfacts/openfoodfacts-ai/issues/289 Leverage Generative AI across Open Food Facts (tracker) #289] |