Multimodal rag traces (#13140)

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Erick Friis 2023-11-09 09:54:00 -08:00 committed by GitHub
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@ -12,6 +12,8 @@
"source": [ "source": [
"## Multi-modal RAG\n", "## Multi-modal RAG\n",
"\n", "\n",
"[See Trace of Option 3](https://smith.langchain.com/public/db0441a8-2c17-4070-bdf7-45d4fdf8f517/r/80cb0f89-1766-4caf-8959-fc43ec4b071c)\n",
"\n",
"Many documents contain a mixture of content types, including text and images. \n", "Many documents contain a mixture of content types, including text and images. \n",
"\n", "\n",
"Yet, information captured in images is lost in most RAG applications.\n", "Yet, information captured in images is lost in most RAG applications.\n",
@ -202,7 +204,13 @@
"source": [ "source": [
"### Image summaries \n", "### Image summaries \n",
"\n", "\n",
"We will use [GPT4-V](https://openai.com/research/gpt-4v-system-card) to produce the image summaries." "We will use [GPT4-V](https://openai.com/research/gpt-4v-system-card) to produce the image summaries.\n",
"\n",
"See the traces for each of the 5 ingested images here ([1](https://smith.langchain.com/public/f5548212-2e70-4fa8-91d6-c3e7d768d52b/r), \n",
"[2](https://smith.langchain.com/public/8b198178-5b83-4960-bbc1-c10516779208/r), \n",
"[3](https://smith.langchain.com/public/c4fcbcd5-38fb-462a-9ed1-e90b1d009fa9/r), \n",
"[4](https://smith.langchain.com/public/1df53c23-63b8-4f87-b5ae-e9d59b2a54ab/r), \n",
"[5](https://smith.langchain.com/public/f93efd6c-f9f6-46c9-b169-29270d33ad63/r))"
] ]
}, },
{ {
@ -576,7 +584,7 @@
"id": "dea241f1-bd11-45cb-bb33-c4e2e8286855", "id": "dea241f1-bd11-45cb-bb33-c4e2e8286855",
"metadata": {}, "metadata": {},
"source": [ "source": [
"Here is the [trace](https://smith.langchain.com/public/43d955ff-212f-4043-8d63-986b0e4e4eed/r). " "Here is the [trace](https://smith.langchain.com/public/db0441a8-2c17-4070-bdf7-45d4fdf8f517/r/80cb0f89-1766-4caf-8959-fc43ec4b071c). "
] ]
} }
], ],