Changed the model name from "ada-v2" to "text-embedding-ada-002" for better understanding and consistency in the openai-pricing.json file.
- Remove redundant text in jina embedding page. ([#762](https://github.com/jina-ai/finetuner/pull/762)) ## [0.8.0] - 2023-07-13 8 changes: 4 additions & 4 deletions 8 docs/get-started/pretrained.md Original file line numberDiff line numberDiff line change @@ -3,12 +3,12 @...
Word-Level Embedding to Improve Performance of Representative Spatio-temporal Document Classificationdoi:10.3745/JIPS.04.0296Tokenization is the process of segmenting the input text into smaller units of text, and it is a preprocessing task that is mainly performed to improve the efficien...
Pay attention to the choice of colors for your text. Use high contrast colors that help people distinguish text from the background. Focus on additional visual elements such as larger CTA buttons, animation on hover, underlining important text, etc. Use a font size that can be read reasonably...
There is another way to improve the alignment between queries and documents. In “query domain alignment,” we use an LLM to generate a set of questions that each document can answer and store their embeddings in the vector store. During retrieval, the embedding of the query is compared to ...
NVIDIA NeMo Retriever NIM— Embedding and reranking microservices that support retrieval-augmented generation pipelines allow virtual assistants to quickly access enterprise knowledge bases and boost retrieval performance by ranking relevant knowledge-base articles and improving context accuracy. ...
Embedding-Based Enhancement Alternatively, LLMs can directly output enhanced text embeddings fed into GNNs instead of generic word vectors. Fine-tuning strategies like graph-based training or adapter layers allow injecting topology-awareness. By processing text through task-tuned LLMs first...
# Text embedding response = client.embeddings.create( model="default", input="How are you today", ) print(response) ``` It supports streaming, vision, and most features of the Chat/Completions/Models/Batch endpoints specified by the [OpenAI API Reference](https://platform.openai.com/docs/ap...
(b) Markdown embedding or generation Without raw string literal feature, we have to do this (have to escape each backtick): const generateMarkdown = () => { const markdownExample = `\`\`\`json { "firstName": "John", "lastName": "Smith", "age": 25 } \`\`\` ` doSomething...
Then cultures were post-fixed with 1% osmium tetroxide/1% potassium ferrocyanide and dehydrated in a graded series of ethanol prior to embedding in epoxy resin. Ultrathin sections were cut with a diamond knife, contrasted with 3% uranyl acetate and observed with a Jeol JEM 1400 (Jeol, Croisy ...